academic program supply and …academic program supply and occupational demand projections:...

ACADEMIC PROGRAM SUPPLY AND OCCUPATIONAL DEMAND PROJECTIONS: 2012-2025

716 Stokely Management Center Knoxville, Tennessee 37996 Phone: (865) 974-5441 Fax: (865) 974-3100 http://cber.bus.utk.edu

Awards of less than 1 academic year

Awards of at least 1 but less than 2 academic years

Associate's degrees


Bachelor's degrees

Postbaccalaureate certificates

Master's degrees

Post-master's certificates

Doctor's degrees

First-professional degrees

First-professional certificates

Public, 4-year or above Private not-for-profit, 4-year or above

Austin Peay State University American Baptist College

East Tennessee State University Aquinas College

Middle Tennessee State University Baptist Memorial College of Health Sciences

Tennessee State University Belmont University

Tennessee Technological University Bethel University

The University of Tennessee Bryan College-Dayton

The University of Tennessee at Chattanooga Carson-Newman College

The University of Tennessee Health Science Center Christian Brothers University

The University of Tennessee-Martin Cumberland University

University of Memphis Emmanuel Christian Seminary

Fisk University

Public, 2-year Free Will Baptist Bible College

Chattanooga State Community College Freed-Hardeman University

Cleveland State Community College Harding University Graduate School of Religion

Columbia State Community College Hiwassee College

Dyersburg State Community College Johnson University

Jackson State Community College King College

Motlow State Community College Lambuth University

Nashville State Community College Lane College

Northeast State Community College Le Moyne-Owen College

Pellissippi State Community College Lee University

Roane State Community College Lincoln Memorial University

Southwest Tennessee Community College Lipscomb University

Southwest Tennessee Community College-Macon Campus Martin Methodist College

Tennessee Technology Center at Athens Maryville College

Tennessee Technology Center at Covington Meharry Medical College

Tennessee Technology Center at Crossville Memphis College of Art

Tennessee Technology Center at Crump Memphis Theological Seminary

Tennessee Technology Center at Dickson Middle Tennessee School of Anesthesia Inc

Tennessee Technology Center at Elizabethton Milligan College

Tennessee Technology Center at Harriman O'More College of Design

Tennessee Technology Center at Hartsville Oxford Graduate School

Tennessee Technology Center at Hohenwald Pentecostal Theological Seminary

Tennessee Technology Center at Jacksboro Rhodes College

Tennessee Technology Center at Jackson Richmont Graduate University

Tennessee Technology Center at Knoxville Sewanee-The University of the South

Tennessee Technology Center at Livingston Southern Adventist University

Tennessee Technology Center at McKenzie Southern College of Optometry

Tennessee Technology Center at McMinnville Temple Baptist Seminary

Tennessee Technology Center at Memphis Tennessee Temple University

Tennessee Technology Center at Morristown Tennessee Wesleyan College

Tennessee Technology Center at Murfreesboro Trevecca Nazarene University

Tennessee Technology Center at Nashville Tusculum College

Tennessee Technology Center at Newbern Union University

Tennessee Technology Center at Oneida-Huntsville Vanderbilt University

Tennessee Technology Center at Paris Visible Music College

Tennessee Technology Center at Pulaski Watkins College of Art Design & Film

Tennessee Technology Center at Ripley Williamson Christian College

Tennessee Technology Center at Shelbyville

Tennessee Technology Center at Whiteville Private not-for-profit, 2-year

Volunteer State Community College John A Gupton College

Walters State Community College Methodist Hospital School of Nursing

Remington College-Memphis Campus

William Moore College of Technology

Private not-for-profit, less than 2-year

Franklin Academy

Private for-profit, 4-year or above Private for-profit, less than 2-year

Argosy University-Nashville Arnolds Beauty School

Daymar Institute-Clarksville Buchanan Beauty College

Daymar Institute-Murfreesboro Career Beauty College

Daymar Institute-Nashville Chattanooga Barber College

DeVry University's Keller Graduate School of Management Elite College of Cosmetology

DeVry University-Tennessee Empire Beauty School-E Memphis

Fountainhead College of Technology Empire Beauty School-Nashville

International Academy of Design and Technology-Nashville Fayetteville College of Cosmetology Arts and Science

ITT Technical Institute-Chattanooga Genesis Career College

ITT Technical Institute-Cordova Genesis Career College-Lebanon Campus

ITT Technical Institute-Knoxville Institute of Hair Design

ITT Technical Institute-Nashville International Barber & Style College

Nossi College of Art Jenny Lea Academy of Cosmetology and Aesthetics

South College Knoxville Institute of Hair Design

Strayer University-Tennessee Last Minute Cuts School of Barbering and Cosmetology

The Art Institute of Tennessee-Nashville Love Beauty School

University of Phoenix-Chattanooga Campus Mason Academy of Cosmetology

University of Phoenix-Memphis Campus Memphis Institute of Barbering

University of Phoenix-Nashville Campus Meridian Institute of Surgical Assisting

Victory University Mr Waynes School of Unisex Hair Design

Virginia College-School of Business and Health Nashville Barber and Style Academy

Nashville College of Medical Careers

Private for-profit, 2-year New Concepts School of Cosmetology

Anthem Career College-Memphis New Directions Hair Academy

Anthem Career College-Nashville New Wave Hair Academy

Chattanooga College Medical Dental and Technical Careers New Wave Hair Academy-Jackson

Concorde Career College-Memphis Paul Mitchell The School-Knoxville

Fortis Institute Paul Mitchell the School-Memphis

Fortis Institute-Nashville Paul Mitchell the School-Murfreesboro

Kaplan Career Institute-Nashville Paul Mitchell the School-Nashville

L’Ecole Culinaire Plaza Beauty School

Miller-Motte Technical College-Chattanooga Pyramid Beauty School

Miller-Motte Technical College-Clarksville Queen City College

Miller-Motte Technical College-Madison Regency Beauty Institute-Chattanooga

Nashville Auto Diesel College Regency Beauty Institute-Knoxville

National College of Business and Technology-Nashville Regency Beauty Institute-Nashville

North Central Institute Regency Beauty Institute-North Nashville

Remington College-Nashville Campus SAE Institute of Technology-Nashville

Tennessee Career College Shear Academy

Vatterott Career College-Memphis Appling Farms Southern Institute of Cosmetology

Vatterott Career College-Memphis Dividend Drive Styles and Profiles Beauty College

West Tennessee Business College Tennessee Academy of Cosmetology LLC-Shelby Drive

Tennessee Academy of Cosmetology LLC-Stage Road

Tennessee Career Institute

Tennessee Institute of Healing Arts

Tennessee School of Beauty of Knoxville Inc

The Beauty Institute-Memphis

The Hair Design School-Jackson

The Hair Design School-N Memphis

The Hair Design School-S Memphis

The Massage Institute of Memphis

Volunteer Beauty School-Dyersburg

Volunteer Beauty School-Madison

Volunteer Beauty School-Nashville

Less than high school

High school diploma or equivalent

Some college, no degree

Postsecondary non-degree award

Associate's degree

Bachelor's degree

Master's degree

Doctoral or professional degree

CLUSTER TITLE DESCRIPTION

1 Agriculture, Food & Natural Resources The production, processing, marketing,

distribution, financing, and development of

agricultural commodities and resources including

food, fiber, wood products, natural resources,

horticulture, and other plant and animal

products/resources.

2 Architecture & Construction Careers in designing, planning, managing, building

and maintaining the built environment.

3 Arts, A/V Technology & Communications Designing, producing, exhibiting, performing,

writing, and publishing multimedia content

including visual and performing arts and design,

journalism, and entertainment services.

4 Business Management & Administration Careers in planning, organizing, directing and

evaluating business functions essential to efficient

and productive business operations.

5 Education & Training Planning, managing and providing education and

training services, and related learning support

services such as administration, teaching/training,

administrative support, and professional support

services.

6 Finance Planning and related services for financial and

investment planning, banking, insurance, and

business financial management.

7 Government & Public Administration Planning and executing government functions at

the local, state and federal levels, including

governance, national security, foreign service,

planning, revenue and taxation, and regulations.

8 Health Science Planning, managing, and providing therapeutic

services, diagnostic services, health informatics,

support services, and biotechnology research and

development.

9 Hospitality & Tourism Preparing individuals for employment in career

pathways that relate to families and human needs

such as restaurant and food/beverage services,

lodging, travel and tourism, recreation,

amusement and attractions.

CLUSTER TITLE DESCRIPTION

10 Human Services Preparing individuals for employment in career

pathways that relate to families and human needs

such as counseling and mental health services,

family and community services, personal care,

and consumer services.

11 Information Technology Building linkages in IT occupations for entry level,

technical, and professional careers related to the

design, development, support and management

of hardware, software, multimedia and systems

integration services.

12 Law, Public Safety, Corrections & Security Planning, managing, and providing legal, public

safety, protective services and homeland security,

including professional and technical support

services.

13 Manufacturing Planning, managing and performing the

processing of materials into intermediate or final

products and related professional and technical

support activities such as production planning and

control, maintenance and manufacturing/process

engineering.

14 Marketing Planning, managing, and performing marketing

activities to reach organizational objectives such

as brand management, professional sales,

merchandising, marketing communications and

market research.

15 Science, Technology, Engineering & Mathematics Planning, managing, and providing scientific

research and professional and technical services

(e.g., physical science, social science, engineering)

including laboratory and testing services, and

research and development services.

16 Transportation, Distribution & Logistics The planning, management, and movement of

people, materials, and goods by road, pipeline,

air, rail and water and related professional and

technical support services such as transportation

infrastructure planning and management, logistics

services, mobile

Source: National Association of State Directors of Career Technical Education Consortium.

<http://www.careertech.org/career-clusters/glance/careerclusters.html>

Career

Path In

Code Career Path Tennessee?

1.1 Food Products and Processing Systems Y

1.2 Plant Systems Y

1.3 Animal Systems Y

1.4 Power, Structural & Technical Systems Y

1.5 Natural Resources Systems Y

1.6 Environmental Service Systems Y

1.7 Agribusiness Systems Y

2.1 Design/Pre-Construction Y

2.2 Construction Y

2.3 Maintenance/Operations Y

3.1 Audio and Video Technology and Film Y

3.2 Printing Technology Y

3.3 Visual Arts Y

3.4 Performing Arts Y

3.5 Journalism and Broadcasting Y

3.6 Telecommunications Y

4.1 General Management Y

4.2 Business Information Management Y

4.3 Human Resources Management Y

4.4 Operations Management Y

4.5 Administrative Support Y

5.1 Administration and Administrative Support Y

5.2 Professional Support Services Y

5.3 Teaching/Training Y

6.1 Securities & Investments Y

6.2 Business Finance Y

6.3 Accounting Y

6.4 Insurance Y

6.5 Banking Services Y

7.1 Governance Y

7.2 National Security

7.3 Foreign Service

7.4 Planning Y

7.5 Revenue and Taxation Y

7.6 Regulation Y

7.7 Public Management and Administration Y

8.1 Therapeutic Services Y

8.2 Diagnostic Services Y

8.3 Health Informatics Y

8.4 Support Services Y

8.5 Biotechnology Research and Development Y

9.1 Restaurants and Food/Beverage Services Y

9.2 Lodging Y

9.3 Travel & Tourism Y

9.4 Recreation, Amusements & Attractions Y

10.1 Early Childhood Development & Services Y

10.2 Counseling & Mental Health Services Y

10.3 Family & Community Services Y

10.4 Personal Care Services Y

10.5 Consumer Services Y

Career

Path In

Code Career Path Tennessee?

11.1 Network Systems Y

11.2 Information Support and Services Y

11.3 Web and Digital Communications Y

11.4 Programming and Software Development Y

12.1 Correction Services Y

12.2 Emergency and Fire Management Services Y

12.3 Security & Protective Services Y

12.4 Law Enforcement Services Y

12.5 Legal Services Y

13.1 Production Y

13.2 Manufacturing Production Process Development Y

13.3 Maintenance, Installation & Repair Y

13.4 Quality Assurance Y

13.5 Logistics and Inventory Control

13.6 Health, Safety and Environmental Assurance

14.1 Marketing Management Y

14.2 Professional Sales Y

14.3 Merchandising Y

14.4 Marketing Communications Y

14.5 Marketing Research Y

15.1 Engineering and Technology Y

15.2 Science and Mathematics Y

16.1 Transportation Operations Y

16.2 Logistics Planning and Management Services Y

16.3 Warehousing and Distribution Center Operations Y

16.4 Facility and Mobile Equipment Maintenance Y

16.5 Transportation Systems/Infrastructure Planning, Management and Regulation Y

16.6 Health, Safety and Environmental Management

16.7 Sales and Service Y

Note: Career paths are subsets of clusters

Source: Perkins Collaborative Resource Network for Program and Data Quality.

2011 to 2011 to

% of % of 2025 2025

2011 2025 growth CAGR

LWIA Counties Awards total Awards total % %

LWIA 1 Carter, Johnson, Sullivan, Unicoi, Washington Counties 5,023 6.2 8,528 5.4 69.8 3.9

LWIA 2 Claiborne, Cocke, Grainger, Greene, Hamblen, Hancock,

Hawkins, Jefferson, Sevier, Union Counties

4,788 5.9 7,834 5.0 63.6 3.6

LWIA 3 Knox County 9,723 12.0 16,125 10.2 65.8 3.7

LWIA 4 Anderson, Blount, Campbell, Cumberland, Loudon, Monroe,

Morgan, Roane, Scott Counties

2,013 2.5 4,042 2.6 100.8 5.1

LWIA 5 Bledsoe, Bradley, Hamilton, McMinn, Marion, Meigs, Polk, Rhea,

Sequatchie Counties

6,847 8.5 11,563 7.3 68.9 3.8

LWIA 6 Bedford, Coffee, Franklin, Grundy, Lincoln, Moore, Warren

Counties

1,680 2.1 3,605 2.3 114.5 5.6

LWIA 7 Cannon, Clay, DeKalb, Fentress, Jackson, Macon, Overton,

Pickett, Putnam, Smith, Van Buren, White Counties

3,014 3.7 5,153 3.3 71.0 3.9

LWIA 8 Cheatham, Dickson, Houston, Humphreys, Montgomery,

Robertson, Stewart, Sumner, Williamson Counties

3,740 4.6 6,731 4.3 80.0 4.3

LWIA 9 Davidson, Rutherford, Trousdale, Wilson Counties 22,854 28.2 53,297 33.9 133.2 6.2

LWIA 10 Giles, Hickman, Lawrence, Lewis, Marshall, Maury, Perry,

Wayne Counties

1,514 1.9 3,128 2.0 106.5 5.3

LWIA 11 Benton, Carroll, Chester, Decatur, Hardeman, Hardin, Haywood,

Henderson, Henry, McNairy, Madison, Weakley Counties

6,346 7.8 11,110 7.1 75.1 4.1

LWIA 12 Crockett, Dyer, Gibson, Lake, Lauderdale, Obion, Tipton

Counties

899 1.1 1,933 1.2 115.0 5.6

LWIA 13 Fayette, Shelby Counties 12,582 15.5 24,308 15.4 93.2 4.8

TOTAL 81,022 100.0 157,356 100.0 94.2 4.9

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2000-12 to

CIP Program STEM? 2000-12 2012-25 2025 2012-25

240101 Liberal Arts and Sciences/Liberal Studies 3,694 6,811 8,298 3,117

513801 Registered Nursing/Registered Nurse 2,743 5,742 7,547 2,999

520201 Business Administration and Management, General 4,434 6,393 7,278 1,959

510801 Medical/Clinical Assistant 1,362 3,245 4,154 1,883

120401 Cosmetology/Cosmetologist, General 1,467 2,787 3,362 1,320

510713 Medical Insurance Coding Specialist/Coder 176 1,391 2,142 1,216

430103 Criminal Justice/Law Enforcement Administration 550 1,712 2,346 1,162

513901 Licensed Practical/Vocational Nurse Training 1,230 2,362 2,884 1,132

130301 Curriculum and Instruction 889 1,982 2,426 1,093

510909 Surgical Technology/Technologist 300 1,315 21,215 1,014

Average

Graduates

Growth

2000-12 to

CIP Program STEM? 2000-12 2012-25 2025 2012-25

130499 Educational Administration and Supervision, Other 635 102 94 -533

521201 Management Information Systems, General 429 122 44 -306

490205 Truck and Bus Driver/Commercial Vehicle Operator and Instruc. 305 75 0 -231

190101 Family and Consumer Sciences/Human Sciences, General 234 59 38 -175

521401 Marketing/Marketing Management, General 662 517 407 -146

151301 Drafting and Design Technology/Technician, General Yes 219 116 82 -103

521301 Management Science Yes 102 0 0 -102

419999 Science Technologies/Technicians, Other Yes 164 66 29 -97

512602 Home Health Aide/Home Attendant 94 0 0 -94

511699 Nursing, Other 90 0 0 -90

Average

Graduates

Growth

Career 2000-12 to

CIP STEM Instructional Program Path(s) 2000-12 2012-25 2012-25

260101 Biology/Biological Sciences, General 1.5, 5.3, 15.2 1,044 1,475 430

150000 Engineering Technology, General 15.1 194 477 283

150501 Heating, Ventilation, Air Conditioning & Refrig. Engineering Technology/Technician 2.3, 13.2 70 351 281

110901 Computer Systems Networking and Telecommunications 11.1, 11.4 157 412 255

150303 Electrical, Electronic and Communications Engineering Technology/Technician 13.2 270 494 224

141901 Mechanical Engineering 2.1, 5.3, 15.1 312 499 187

151302 CAD/CADD Drafting and/or Design Technology/Technician 2.1, 13.2 61 208 147

140801 Civil Engineering, General 2.1, 5.3, 15.1 242 381 139

100304 Animation, Interactive Technology, Video Graphics, Special Effects 3.3 46 178 131

151501 Engineering/Industrial Management 4.4, 13.2, 15.1 58 189 131

151202 Computer Technology/Computer Systems Technology 13.2 55 179 124

400501 Chemistry, General 1.5, 5.3, 15.2 325 438 112

111001 Network and System Administration/Administrator 4.2, 11.1 22 133 111

260202 Biochemistry 1.5, 5.3, 8.5, 15.2 56 157 101

260204 Molecular Biology 1.5, 5.3, 8.5, 15.2 32 127 95

270101 Mathematics, General 1.5, 5.3, 15.2 332 419 87

110899 Computer Software and Media Applications, Other 11.4 22 107 86

261501 Neuroscience 1.5, 5.3, 15.2 55 137 82

400601 Geology/Earth Science, General 1.5, 5.3, 15.2 89 169 80

159999 Engineering Technologies and Engineering-Related Fields, Other 15.1 14 93 79

Average

Graduates

Number of

programs

Awards of less than 1 academic year 56

Awards of at least 1 but less than 2 academic years 59

Awards of at least 2 but less than 4 academic years 17

Postbaccalaureate certificates 13

Post-master's certificates 10

First-professional certificates 0

Associate's degrees 94

Bachelor's degrees 113

Master's degrees 65

Doctor's degrees 40

First-professional degrees 3

CERTIFICATE AWARDS

DEGREE AWARDS

Average Supply

Average Annual to

Openings2 Graduate Demand

Career Path STEM 2000-12 2012-25 2012-25 Deficit Ratio

12.2 Emergency and Fi re Management Services 32 52 720 -668 0.07

8.2 Diagnostic Services 241 203 855 -652 0.24

6.3 Accounting 215 436 840 -404 0.52

4.3 Human Resources Management 65 317 625 -308 0.51

14.2 Profess ional Sa les 31 52 335 -283 0.16

6.1 Securi ties & Investments 128 129 365 -236 0.35

11.4 Programming and Software Development Yes 452 511 735 -224 0.70

16.1 Transportation Operations – – 135 -135 –

3.6 Telecommunications 0 0 130 -130 0.00

1.6 Environmental Service Systems Yes 93 39 135 -96 0.29

1. Award levels less than an associate's degree are excluded.

2. Job openings with minimum educational requirements lower than an associate's degree are excluded.

Average Graduates

Per Academic Year1

Average Supply

Average Annual to

Openings Graduate Demand

Career Path STEM 2000-12 2012-25 2012-25 Surplus Ratio

5.3 Teaching/Training 19,518 31,927 4,465 27,462 7.15

15.2 Science and Mathematics Yes 3,410 4,239 325 3,914 13.04

4.1 General Management 2,973 4,160 1,530 2,630 2.72

5.2 Professional Support Services 1,478 2,726 510 2,216 5.35

16.4 Facility and Mobile Equipment Maintenance Yes 393 1,866 100 1,766 18.66

5.1 Administration and Administrative Support 1,913 1,787 385 1,402 4.64

3.5 Journalism and Broadcasting 789 1,676 365 1,311 4.59

1.5 Natural Resources Systems 807 1,226 55 1,171 22.29

16.2 Logistics Planning and Management Services Yes 810 1,201 50 1,151 24.02

13.2 Manufacturing Production Process Development Yes 769 1,345 215 1,130 6.26

1. Award levels less than an associate's degree are excluded.

2. Job openings with minimum educational requirements lower than an associate's degree are excluded.

Average Graduates

Per Academic Year

Appendix 1.1: Awards (Supply) by Local Workforce Investment Area*

Level of Award 2000-2012 2025 2012-2025

Awards of less than 1 academic year 227 732 555Awards of at least 1 but less than 2 academic years 387 1,114 739Associate's degrees 511 973 819Awards of at least 2 but less than 4 academic years 17 176 110Bachelor's degrees 2,076 3,877 3,237Postbaccalaureate certificates 14 65 50Master's degrees 648 1,294 1,074Post-master's certificates 7 22 17Doctor's degrees 42 109 85First-professional degrees 83 165 139

Awards of less than 1 academic year 320 837 693Awards of at least 1 but less than 2 academic years 341 626 540Associate's degrees 726 1,478 1,227Awards of at least 2 but less than 4 academic years 37 267 187Bachelor's degrees 1,331 1,903 1,658Master's degrees 596 963 829Post-master's certificates 826 1,517 1,180Doctor's degrees 28 62 54First-professional degrees 11 180 139

Awards of less than 1 academic year 277 1,359 1,079Awards of at least 1 but less than 2 academic years 330 1,625 846Associate's degrees 965 2,280 1,813Awards of at least 2 but less than 4 academic years 6 45 32Bachelor's degrees 4,033 6,886 5,870Postbaccalaureate certificates 39 182 122Master's degrees 1,553 2,547 2,211Post-master's certificates 21 6 10Doctor's degrees 309 570 468First-professional degrees 431 626 570

Awards of less than 1 academic year 185 488 414Awards of at least 1 but less than 2 academic years 485 1,461 925Associate's degrees 628 1,330 1,098Awards of at least 2 but less than 4 academic years 46 375 242Bachelor's degrees 255 390 346

Awards of less than 1 academic year 226 767 605Awards of at least 1 but less than 2 academic years 526 1,803 1,397Associate's degrees 1,183 2,429 1,991Awards of at least 2 but less than 4 academic years 10 62 43Bachelor's degrees 2,652 4,558 3,844Postbaccalaureate certificates 3 32 26Master's degrees 696 1,623 1,303Post-master's certificates 20 37 28Doctor's degrees 43 255 194First-professional degrees 25 0 0

LWIA 3: Knox County

LWIA 4: Anderson, Blount, Campbell, Cumberland, Loudon, Monroe, Morgan, Roane and Scott Counties

LWIA 5: Bledsoe, Bradley, Hamilton, McMinn, Marion, Meigs, Polk, Rhea and Sequatchie Counties

Average Graduates

LWIA 1: Carter, Johnson, Sullivan, Unicoi and Washington Counties

LWIA 2: Claiborne, Cocke, Grainger, Greene, Hamblen, Hancock, Hawkins, Jefferson, Sevier and Union Counties


Level of Award 2000-2012 2025 2012-2025

Average Graduates

Awards of less than 1 academic year 192 416 356Awards of at least 1 but less than 2 academic years 329 1,239 618Associate's degrees 431 1,090 876Awards of at least 2 but less than 4 academic years 20 144 98Bachelor's degrees 313 592 500Postbaccalaureate certificates 2 3 3Master's degrees 16 112 80Post-master's certificates 1 5 3Doctor's degrees 4 0 1First-professional degrees 17 0 0First-professional certificates 3 4 3

Awards of less than 1 academic year 138 423 354Awards of at least 1 but less than 2 academic years 285 1,325 713Associate's degrees 55 54 50Awards of at least 2 but less than 4 academic years 18 132 84Bachelor's degrees 1,348 2,386 2,042Master's degrees 388 485 439Post-master's certificates 109 321 249Doctor's degrees 14 27 21

Awards of less than 1 academic year 494 1,178 962Awards of at least 1 but less than 2 academic years 418 1,554 977Associate's degrees 880 1,888 1,552Awards of at least 2 but less than 4 academic years 28 229 167Bachelor's degrees 920 1,495 1,253Postbaccalaureate certificates 1 6 4Master's degrees 221 381 329Post-master's certificates 7 0 2

Awards of less than 1 academic year 1,054 3,811 2,930Awards of at least 1 but less than 2 academic years 2,362 19,262 6,330Associate's degrees 1,694 4,150 3,235Awards of at least 2 but less than 4 academic years 302 2,640 1,889Bachelor's degrees 8,396 14,900 12,445Postbaccalaureate certificates 52 149 118Master's degrees 3,171 6,595 5,373Post-master's certificates 70 358 279Doctor's degrees 392 1,031 830First-professional degrees 391 404 389

Awards of less than 1 academic year 136 341 283Awards of at least 1 but less than 2 academic years 309 1,188 692Associate's degrees 522 1,085 895Awards of at least 2 but less than 4 academic years 29 165 105Bachelor's degrees 177 349 287

LWIA 10: Giles, Hickman, Lawrence, Lewis, Marshall, Maury, Perry and Wayne Counties

LWIA 6: Bedford, Coffee, Franklin, Grundy, Lincoln, Moore and Warren Counties

LWIA 7: Cannon, Clay, DeKalb, Fentress, Jackson, Macon, Overton, Pickett, Putnam, Smith, Van Buren and White Counties

LWIA 8: Cheatham, Dickson, Houston, Humphreys, Montgomery, Robertson, Stewart, Sumner and Williamson Counties

LWIA 9: Davidson, Rutherford, Trousdale and Wilson Counties


Level of Award 2000-2012 2025 2012-2025

Average Graduates

Awards of less than 1 academic year 239 575 473Awards of at least 1 but less than 2 academic years 986 2,824 1,876Associate's degrees 375 717 601Awards of at least 2 but less than 4 academic years 63 544 353Bachelor's degrees 2,585 4,784 4,068Master's degrees 711 1,305 1,131Post-master's certificates 68 302 230Doctor's degrees 19 61 49First-professional degrees 9 0 0

Awards of less than 1 academic year 136 314 261Awards of at least 1 but less than 2 academic years 352 981 674Associate's degrees 195 437 361Awards of at least 2 but less than 4 academic years 30 202 139

Awards of less than 1 academic year 1,497 4,255 3,366Awards of at least 1 but less than 2 academic years 1,254 6,764 3,588Associate's degrees 1,529 2,821 2,365Awards of at least 2 but less than 4 academic years 96 563 378Bachelor's degrees 3,562 5,946 5,075Postbaccalaureate certificates 47 326 258Master's degrees 1,285 2,816 2,330Post-master's certificates 9 0 3Doctor's degrees 126 215 178First-professional degrees 491 598 556

*Counties as allocated in Tennessee Department of Workforce Development's Occupation Forecast

LWIA 11: Benton, Carroll, Chester, Decatur, Hardeman, Hardin, Haywood, Henderson, Henry, McNairy, Madison and Weakley Counties

LWIA 12: Crockett, Dyer, Gibson, Lake, Lauderdale, Obion and Tipton Counties

LWIA 13: Fayette and Shelby Counties

Appendix 1.2: Average Openings (Demand) by Local Workforce Investment Area*Average Openings

Minimum Educational Requirement 2012-2025

Less than high school 1,595High school diploma or equivalent 2,775Some college, no degree 40Postsecondary non-degree award 330Associate's degree 385Bachelor's degree 760Master's degree 110Doctoral or professional degree 135


Less than high school 3,030High school diploma or equivalent 4,230Some college, no degree 55Postsecondary non-degree award 490Associate's degree 800Bachelor's degree 1,500Master's degree 175Doctoral or professional degree 195



LWIA 5: Bledsoe, Bradley, Hamilton, McMinn, Marion, Meigs, Polk, Rhea and Sequatchie Counties

LWIA 1: Carter, Johnson, Sullivan, Unicoi and Washington Counties

LWIA 2: Claiborne, Cocke, Grainger, Greene, Hamblen, Hancock, Hawkins, Jefferson, Sevier and Union Counties

LWIA 3: Knox County

LWIA 4: Anderson, Blount, Campbell, Cumberland, Loudon, Monroe, Morgan, Roane and Scott Counties



Less than high school 875High school diploma or equivalent 1,135Some college, no degree 5Postsecondary non-degree award 110Associate's degree 140Bachelor's degree 315Master's degree 55Doctoral or professional degree 35



Less than high school 6,150High school diploma or equivalent 9,965Some college, no degree 190Postsecondary non-degree award 1,050Associate's degree 1,375Bachelor's degree 3,780Master's degree 645Doctoral or professional degree 630


LWIA 6: Bedford, Coffee, Franklin, Grundy, Lincoln, Moore and Warren Counties

LWIA 7: Cannon, Clay, DeKalb, Fentress, Jackson, Macon, Overton, Pickett, Putnam, Smith, Van Buren and White Counties

LWIA 8: Cheatham, Dickson, Houston, Humphreys, Montgomery, Robertson, Stewart, Sumner and Williamson Counties

LWIA 9: Davidson, Rutherford, Trousdale and Wilson Counties

LWIA 10: Giles, Hickman, Lawrence, Lewis, Marshall, Maury, Perry and Wayne Counties





Less than high school 6,485High school diploma or equivalent 8,655Some college, no degree 110Postsecondary non-degree award 845Associate's degree 1,165Bachelor's degree 2,775Master's degree 360Doctoral or professional degree 365

LWIA 12: Crockett, Dyer, Gibson, Lake, Lauderdale, Obion and Tipton Counties

LWIA 13: Fayette and Shelby Counties

*Counties as allocated in Tennessee Department of Workforce Development's Occupation Forecast

LWIA 11: Benton, Carroll, Chester, Decatur, Hardeman, Hardin, Haywood, Henderson, Henry, McNairy, Madison and Weakley Counties

Appendix 2: Projected Awards by Individual Instructional ProgramGrowth

2000-12 toCIP Program STEM? 2000-12 2012-25 2025 2012-25

510713 Medical Insurance Coding Specialist/Coder 121 869 1,268 749510801 Medical/Clinical Assistant 773 1,498 1,813 725510904 Emergency Medical Technology/Technician (EMT Paramedic) 330 827 1,038 497120409 Aesthetician/Esthetician and Skin Care Specialist 120 537 790 416470201 Heating, Air Conditioning, Ventilation and Refrigeration Mai 63 442 568 379510805 Pharmacy Technician/Assistant 108 465 632 357510710 Medical Office Assistant/Specialist 47 382 506 335513501 Massage Therapy/Therapeutic Massage 78 340 403 262510899 Allied Health and Medical Assisting Services, Other 24 258 343 234512601 Health Aide 27 248 318 222511009 Phlebotomy Technician/Phlebotomist 24 241 320 217430107 Criminal Justice/Police Science 171 378 444 207510714 Medical Insurance Specialist/Medical Biller 55 242 362 187510601 Dental Assisting/Assistant 187 373 493 186500506 Acting 17 185 246 168190706 Child Development 90 248 300 158512699 Health Aides/Attendants/Orderlies, Other 75 217 307 141120413 Cosmetology, Barber/Styling, and Nail Instructor 31 158 216 127120503 Culinary Arts/Chef Training 25 151 205 126470608 Aircraft Powerplant Technology/Technician 87 212 251 125470604 Automobile/Automotive Mechanics Technology/Technician 69 190 222 121510707 Health Information/Medical Records Technology/Technician 39 154 187 115120410 Nail Technician/Specialist and Manicurist 66 177 255 111150000 Engineering Technology, General Yes 9 119 154 110513901 Licensed Practical/Vocational Nurse Training 23 128 168 105513902 Nursing Assistant/Aide and Patient Care Assistant/Aide 58 145 149 87480508 Welding Technology/Welder 61 139 172 79520101 Business/Commerce, General 8 86 134 78159999 Engineering Technologies and Engineering-Related Fields, Other Yes 7 76 96 69520499 Business Operations Support and Secretarial Services, Other 163 232 226 69220302 Legal Assistant/Paralegal 18 86 83 68120402 Barbering/Barber 30 95 107 65470603 Autobody/Collision and Repair Technology/Technician 28 90 112 62110202 Computer Programming, Specific Applications Yes 20 66 86 46150303 Electrical, Electronic and Communications Engineering Techno Yes 18 62 84 44480501 Machine Tool Technology/Machinist 24 68 79 44500601 Film/Cinema/Video Studies 4 47 59 42119999 Computer and Information Sciences and Support Services, Other 6 42 52 36100201 Photographic and Film/Video Technology/Technician and Assist 4 39 49 35513101 Dietetics/Dietitian 23 58 92 35111004 Web/Multimedia Management and Webmaster Yes 4 37 47 34469999 Construction Trades, Other 11 45 58 34150101 Architectural Engineering Technology/Technician Yes 8 41 57 33120500 Cooking and Related Culinary Arts, General 3 35 44 32510705 Medical Office Management/Administration 143 172 160 30110103 Information Technology Yes 3 32 41 29511012 Sterile Processing Technology/Technician 3 32 41 29513999 Practical Nursing, Vocational Nursing and Nursing Assistants 4 33 43 29100304 Animation, Interactive Technology, Video Graphics and Spec Yes 3 31 39 28520302 Accounting Technology/Technician and Bookkeeping 14 39 54 25470605 Diesel Mechanics Technology/Technician 7 29 33 22470104 Computer Installation and Repair Technology/Technician 10 32 42 22470105 Industrial Electronics Technology/Technician 16 38 38 21111006 Computer Support Specialist Yes 2 23 29 21

AverageGraduates




AverageGraduates

151303 Architectural Drafting and Architectural CAD/CADD Yes 2 21 27 19520299 Business Administration, Management and Operations, Other 2 21 27 19510603 Dental Laboratory Technology/Technician 7 26 36 19520205 Operations Management and Supervision 2 20 25 18520909 Hotel, Motel, and Restaurant Management 2 20 25 18460302 Electrician 33 51 68 18460401 Building/Property Maintenance 3 20 27 17100203 Recording Arts Technology/Technician 2 17 22 16511501 Substance Abuse/Addiction Counseling 22 38 44 16151202 Computer Technology/Computer Systems Technology Yes 7 23 25 15510999 Allied Health Diagnostic, Intervention, and Treatment Prof 18 33 29 15510706 Health Information/Medical Records Administration/Admin 2 16 20 14470303 Industrial Mechanics and Maintenance Technology 78 92 102 14511001 Blood Bank Technology Specialist 27 41 47 14500406 Commercial Photography 1 15 19 13460502 Pipefitting/Pipefitter and Sprinkler Fitter 2 15 20 13190708 Child Care and Support Services Management 14 27 27 13520201 Business Administration and Management, General 12 25 27 13460415 Building Construction Technology 2 14 18 13520209 Transportation/Mobility Management 1 14 17 12150403 Electromechanical Technology/Electromechanical Engineering T Yes 5 17 18 12150505 Solar Energy Technology/Technician Yes 1 12 16 11110101 Computer and Information Sciences, General Yes 14 25 35 10510917 Polysomnography 2 12 15 10460101 Mason/Masonry 6 16 22 10510808 Veterinary/Animal Health Technology/Technician and Veterinary 2 12 16 10141099 Electrical, Electronics and Communications Engineering, Other Yes 1 11 14 10220301 Legal Administrative Assistant/Secretary 1 11 14 10439999 Homeland Security, Law Enforcement, Firefighting and Related 2 10 15 8110601 Data Entry/Microcomputer Applications, General 4 11 18 8151201 Computer Engineering Technology/Technician Yes 10 18 32 8470611 Motorcycle Maintenance and Repair Technology/Technician 2 9 12 7520399 Accounting and Related Services, Other 5 12 7 7510812 Respiratory Therapy Technician/Assistant 7 12 24 6500999 Music, Other 1 6 8 5500402 Commercial and Advertising Art 1 6 9 5150501 Heating, Ventilation, Air Conditioning and Refrigeration Eng Yes 2 6 9 5470101 Electrical/Electronics Equipment Installation and Repair, Ge 31 35 32 5510802 Clinical/Medical Laboratory Assistant 2 7 5 4131210 Early Childhood Education and Teaching 1 5 7 4520407 Business/Office Automation/Technology/Data Entry 65 68 37 4110199 Computer and Information Sciences, Other Yes 0 4 5 4520301 Accounting 0 4 5 3510712 Medical Reception/Receptionist 2 5 4 3150612 Industrial Technology/Technician Yes 1 4 4 3111003 Computer and Information Systems Security/Information Assur. Yes 0 3 4 3110301 Data Processing and Data Processing Technology/Technician Yes 0 3 3 2144201 Mechatronics, Robotics, and Automation Engineering Yes 0 3 3 2479999 Mechanic and Repair Technologies/Technicians, Other 14 16 18 2110201 Computer Programming/Programmer, General Yes 0 2 3 2500602 Cinematography and Film/Video Production 1 3 4 2110401 Information Science/Studies Yes 2 4 2 2250301 Library and Archives Assisting 1 2 4 2110901 Computer Systems Networking and Telecommunications Yes 3 4 7 2521201 Management Information Systems, General 13 14 14 1151102 Surveying Technology/Surveying Yes 0 1 2 1



AverageGraduates

151306 Mechanical Drafting and Mechanical Drafting CAD/CADD Yes 0 1 2 1220303 Court Reporting/Court Reporter 0 1 2 1521001 Human Resources Management/Personnel Administration, General 0 1 2 1480507 Tool and Die Technology/Technician 1 2 3 1190505 Foodservice Systems Administration/Management 4 5 10 1010607 Turf and Turfgrass Management 1 1 1 0510799 Health and Medical Administrative Services, Other 2 2 0 0010601 Applied Horticulture/Horticulture Operations, General 0 0 0 0110203 Computer Programming, Vendor/Product Certification Yes 0 0 0 0120508 Institutional Food Workers 0 0 0 0500409 Graphic Design 0 0 0 0520208 E-Commerce/Electronic Commerce 0 0 0 0520305 Accounting and Business/Management 0 0 1 0131320 Trade and Industrial Teacher Education 0 0 0 0150699 Industrial Production Technologies/Technicians, Other Yes 0 0 0 0449999 Public Administration and Social Service Professions, Other 0 0 0 0512206 Occupational Health and Industrial Hygiene 0 0 0 0110699 Data Entry/Microcomputer Applications, Other 0 0 1 0231303 Professional, Technical, Business, and Scientific Writing 0 0 0 0430109 Security and Loss Prevention Services 0 0 0 0510000 Health Services/Allied Health/Health Sciences, General 0 0 1 0150507 Environmental Engineering Technology/Environmental Technology Yes 0 0 0 0150613 Manufacturing Engineering Technology/Technician Yes 0 0 0 0390604 Pre-Theology/Pre-Ministerial Studies 0 0 0 0521801 Sales, Distribution, and Marketing Operations, General 0 0 0 0100305 Graphic and Printing Equipment Operator, General Production 1 0 0 -1190599 Foods, Nutrition, and Related Services, Other 1 0 0 -1460301 Electrical and Power Transmission Installation/Installer, Ge 1 0 0 -1470302 Heavy Equipment Maintenance Technology/Technician 1 0 0 -1520801 Finance, General 1 0 0 -1521909 Special Products Marketing Operations 1 0 0 -1510909 Surgical Technology/Technologist 4 3 8 -1129999 Personal and Culinary Services, Other 1 0 0 -1380203 Christian Studies 1 0 0 -1111099 Computer/Information Technology Services Administration and Yes 1 0 0 -1150405 Robotics Technology/Technician Yes 2 0 0 -2120407 Hair Styling/Stylist and Hair Design 2 0 0 -2150607 Plastics and Polymer Engineering Technology/Technician Yes 2 0 2 -2240199 Liberal Arts and Sciences, General Studies and Humanities, Other 2 0 1 -2150803 Automotive Engineering Technology/Technician Yes 2 0 0 -2110801 Web Page, Digital/Multimedia and Information Resources Design Yes 3 0 0 -3519999 Health Professions and Related Clinical Sciences, Other 11 8 16 -3150702 Quality Control Technology/Technician Yes 7 4 9 -3010605 Landscaping and Groundskeeping 3 0 0 -3510703 Health Unit Coordinator/Ward Clerk 3 0 0 -3450702 Geographic Information Science and Cartography Yes 9 6 4 -3521299 Management Information Systems and Services, Other 8 5 0 -3520203 Logistics, Materials, and Supply Chain Management 4 0 0 -4510908 Respiratory Care Therapy/Therapist 5 0 0 -5510910 Diagnostic Medical Sonography/Sonographer and Ultrasound Tec 10 6 8 -5150399 Electrical and Electronic Engineering Technologies/Technician Yes 7 0 0 -7510907 Medical Radiologic Technology/Science - Radiation Therapist 36 28 52 -8510911 Radiologic Technology/Science - Radiographer 10 2 8 -8520408 General Office Occupations and Clerical Services 9 0 0 -9500605 Photography 10 0 0 -10430203 Fire Science/Fire-fighting 20 6 0 -13



AverageGraduates

110501 Computer Systems Analysis/Analyst Yes 14 0 0 -14470399 Heavy/Industrial Equipment Maintenance Technologies, Other 15 0 0 -15520204 Office Management and Supervision 16 0 0 -16190799 Human Development, Family Studies, and Related Services, Other 16 0 0 -16120401 Cosmetology/Cosmetologist, General 203 186 151 -17511699 Nursing, Other 20 0 0 -20520401 Administrative Assistant and Secretarial Science, General 21 0 0 -21510708 Medical Transcription/Transcriptionist 25 3 0 -22529999 Business, Management, Marketing, and Related Support Service 27 0 0 -27521501 Real Estate 29 0 0 -29151301 Drafting and Design Technology/Technician, General Yes 40 0 0 -40120406 Make-Up Artist/Specialist 42 0 0 -42510716 Medical Administrative/Executive Assistant and Medical Secret 42 0 0 -42470607 Airframe Mechanics and Aircraft Maintenance Technology/Technicians 48 0 0 -48480503 Machine Shop Technology/Assistant 55 0 0 -55511099 Clinical/Medical Laboratory Science and Allied Professions, 72 11 0 -61120499 Cosmetology and Related Personal Grooming Arts, Other 63 0 0 -63512602 Home Health Aide/Home Attendant 94 0 0 -94490205 Truck and Bus Driver/Commercial Vehicle Operator and Instructors 279 69 0 -210

120401 Cosmetology/Cosmetologist, General 1,262 2,596 3,203 1,333510909 Surgical Technology/Technologist 211 1,312 21,207 1,101510801 Medical/Clinical Assistant 347 1,439 1,923 1,091513901 Licensed Practical/Vocational Nurse Training 1,207 2,234 2,716 1,027510601 Dental Assisting/Assistant 167 806 1,222 639480508 Welding Technology/Welder 234 805 1,035 571520499 Business Operations Support and Secretarial Services, Other 500 1,017 1,227 517120500 Cooking and Related Culinary Arts, General 37 477 648 440120402 Barbering/Barber 133 431 540 297510805 Pharmacy Technician/Assistant 201 489 611 288510911 Radiologic Technology/Science - Radiographer 27 290 361 262470303 Industrial Mechanics and Maintenance Technology 222 467 515 245513501 Massage Therapy/Therapeutic Massage 132 362 423 230510707 Health Information/Medical Records Technology/Technician 88 313 430 225510904 Emergency Medical Technology/Technician (EMT Paramedic) 138 356 438 218510713 Medical Insurance Coding Specialist/Coder 35 220 319 185470201 Heating, Air Conditioning, Ventilation and Refrigeration Mai 218 389 409 171150501 Heating, Ventilation, Air Conditioning and Refrigeration Eng Yes 36 195 259 159460302 Electrician 91 246 341 155510799 Health and Medical Administrative Services, Other 15 169 224 154120409 Aesthetician/Esthetician and Skin Care Specialist 20 140 203 120510705 Medical Office Management/Administration 18 138 185 120510710 Medical Office Assistant/Specialist 46 153 214 107510907 Medical Radiologic Technology/Science - Radiation Therapist 25 93 118 68480501 Machine Tool Technology/Machinist 49 108 114 58110101 Computer and Information Sciences, General Yes 41 98 119 57150505 Solar Energy Technology/Technician Yes 6 62 78 56510908 Respiratory Care Therapy/Therapist 15 61 133 46520203 Logistics, Materials, and Supply Chain Management 6 52 68 45510802 Clinical/Medical Laboratory Assistant 6 50 65 44120410 Nail Technician/Specialist and Manicurist 7 46 62 39190706 Child Development 9 43 61 34510714 Medical Insurance Specialist/Medical Biller 30 63 85 32470104 Computer Installation and Repair Technology/Technician 49 81 72 32500913 Music Technology 4 36 46 32




AverageGraduates

460415 Building Construction Technology 3 33 42 30470101 Electrical/Electronics Equipment Installation and Repair, Ge 104 131 122 27510808 Veterinary/Animal Health Technology/Technician and Veterinary 4 31 40 27151202 Computer Technology/Computer Systems Technology Yes 9 36 44 27460401 Building/Property Maintenance 4 28 37 24510917 Polysomnography 2 25 32 23510905 Nuclear Medical Technology/Technologist 21 44 63 23470609 Avionics Maintenance Technology/Technician 8 30 31 22510708 Medical Transcription/Transcriptionist 23 44 32 21521201 Management Information Systems, General 5 26 30 21470611 Motorcycle Maintenance and Repair Technology/Technician 4 25 34 20510901 Cardiovascular Technology/Technologist 3 23 30 20460502 Pipefitting/Pipefitter and Sprinkler Fitter 2 21 27 19240199 Liberal Arts and Sciences, General Studies and Humanities, Other 29 47 55 18510716 Medical Administrative/Executive Assistant and Medical Secretaries 16 34 51 18100203 Recording Arts Technology/Technician 67 84 175 17511009 Phlebotomy Technician/Phlebotomist 3 20 27 16520201 Business Administration and Management, General 6 22 26 16150607 Plastics and Polymer Engineering Technology/Technician Yes 2 17 21 15510899 Allied Health and Medical Assisting Services, Other 4 19 18 15469999 Construction Trades, Other 15 30 39 15310507 Physical Fitness Technician 2 16 20 15190601 Housing and Human Environments, General 1 15 19 13010605 Landscaping and Groundskeeping 3 16 22 13111003 Computer and Information Systems Security/Information Assur. Yes 1 11 14 10500903 Music Performance, General 3 12 18 10500605 Photography 2 12 16 10460503 Plumbing Technology/Plumber 1 10 13 9131210 Early Childhood Education and Teaching 2 10 15 8150403 Electromechanical Technology/Electromechanical Engineering T Yes 3 11 7 8100201 Photographic and Film/Video Technology/Technician and Assist 1 8 10 7110103 Information Technology Yes 10 17 25 7500402 Commercial and Advertising Art 14 20 27 6190708 Child Care and Support Services Management 19 24 28 6410301 Chemical Technology/Technician Yes 3 8 13 6151301 Drafting and Design Technology/Technician, General Yes 111 116 73 5110801 Web Page, Digital/Multimedia and Information Resources Design Yes 0 4 5 4151302 CAD/CADD Drafting and/or Design Technology/Technician Yes 2 6 4 4090702 Digital Communication and Media/Multimedia Yes 1 4 5 3110701 Computer Science Yes 2 5 1 3500602 Cinematography and Film/Video Production 0 3 3 2110901 Computer Systems Networking and Telecommunications Yes 1 4 3 2510701 Health/Health Care Administration/Management 0 2 3 2520299 Business Administration, Management and Operations, Other 0 2 3 2501003 Music Management 0 2 2 1390604 Pre-Theology/Pre-Ministerial Studies 0 1 2 1430103 Criminal Justice/Law Enforcement Administration 0 1 2 1470110 Security System Installation, Repair, and Inspection Technology 0 1 2 1520305 Accounting and Business/Management 0 1 2 1110899 Computer Software and Media Applications, Other Yes 0 1 1 1520801 Finance, General 1 1 1 1240101 Liberal Arts and Sciences/Liberal Studies 1 1 0 0100304 Animation, Interactive Technology, Video Graphics and Spec Yes 0 0 1 0110401 Information Science/Studies Yes 0 0 1 0231303 Professional, Technical, Business, and Scientific Writing 0 0 0 0390702 Youth Ministry 0 0 0 0



AverageGraduates

430104 Criminal Justice/Safety Studies 0 0 0 0489999 Precision Production, Other 0 0 0 0509999 Visual and Performing Arts, Other 0 0 0 0512099 Pharmacy, Pharmaceutical Sciences, and Administration, Other 0 0 0 0519999 Health Professions and Related Clinical Sciences, Other 0 0 0 0260209 Radiation Biology/Radiobiology Yes 0 0 0 0390601 Theology/Theological Studies 0 0 0 0430107 Criminal Justice/Police Science 0 0 0 0521299 Management Information Systems and Services, Other 0 0 0 0110203 Computer Programming, Vendor/Product Certification Yes 0 0 1 0470403 Locksmithing and Safe Repair 0 0 0 0220301 Legal Administrative Assistant/Secretary 0 0 0 0500101 Visual and Performing Arts, General 0 0 0 0520701 Entrepreneurship/Entrepreneurial Studies 0 0 0 0510603 Dental Laboratory Technology/Technician 22 21 24 0111099 Computer/Information Technology Services Administration and Yes 0 0 0 0150613 Manufacturing Engineering Technology/Technician Yes 0 0 0 0090701 Radio and Television 1 0 0 -1470607 Airframe Mechanics and Aircraft Maintenance Technology/Technicians 32 31 49 -1111002 System, Networking, and LAN/WAN Management/Manager Yes 1 0 0 -1150405 Robotics Technology/Technician Yes 1 0 0 -1470613 Medium/Heavy Vehicle and Truck Technology/Technician 1 0 0 -1110201 Computer Programming/Programmer, General Yes 1 0 0 -1110699 Data Entry/Microcomputer Applications, Other 1 0 0 -1131202 Elementary Education and Teaching 1 0 0 -1150612 Industrial Technology/Technician Yes 1 0 0 -1120301 Funeral Service and Mortuary Science, General 1 0 0 -1120407 Hair Styling/Stylist and Hair Design 1 0 0 -1150803 Automotive Engineering Technology/Technician Yes 3 1 0 -2480507 Tool and Die Technology/Technician 8 6 8 -2529999 Business, Management, Marketing, and Related Support Service 30 28 17 -2100305 Graphic and Printing Equipment Operator, General Production 21 19 17 -2390201 Bible/Biblical Studies 2 0 0 -2500999 Music, Other 17 15 15 -2520302 Accounting Technology/Technician and Bookkeeping 29 27 25 -3513902 Nursing Assistant/Aide and Patient Care Assistant/Aide 3 0 0 -3520399 Accounting and Related Services, Other 3 0 0 -3460301 Electrical and Power Transmission Installation/Installer, Ge 7 4 3 -3520301 Accounting 3 0 0 -3460101 Mason/Masonry 9 6 2 -4520408 General Office Occupations and Clerical Services 12 8 0 -4510706 Health Information/Medical Records Administration/Admin 4 0 0 -4110301 Data Processing and Data Processing Technology/Technician Yes 11 6 0 -4119999 Computer and Information Sciences and Support Services, Other 5 0 0 -5470615 Engine Machinist 5 0 7 -5520101 Business/Commerce, General 5 0 0 -5510910 Diagnostic Medical Sonography/Sonographer and Ultrasound Tec 9 2 0 -7150399 Electrical and Electronic Engineering Technologies/Technician Yes 8 0 0 -8511699 Nursing, Other 11 0 0 -11220302 Legal Assistant/Paralegal 14 0 0 -14151306 Mechanical Drafting and Mechanical Drafting CAD/CADD Yes 15 0 0 -15470302 Heavy Equipment Maintenance Technology/Technician 15 0 0 -15479999 Mechanic and Repair Technologies/Technicians, Other 16 0 0 -16120499 Cosmetology and Related Personal Grooming Arts, Other 17 0 19 -17129999 Personal and Culinary Services, Other 19 0 0 -19520401 Administrative Assistant and Secretarial Science, General 138 118 85 -20



AverageGraduates

470614 Alternative Fuel Vehicle Technology/Technician 20 0 0 -20490205 Truck and Bus Driver/Commercial Vehicle Operator and Instructors 26 6 0 -21110501 Computer Systems Analysis/Analyst Yes 23 0 0 -23470699 Vehicle Maintenance and Repair Technologies, Other 23 0 0 -23120413 Cosmetology, Barber/Styling, and Nail Instructor 29 0 0 -29460499 Building/Construction Finishing, Management, and Inspection, 37 0 0 -37470399 Heavy/Industrial Equipment Maintenance Technologies, Other 50 0 0 -50470608 Aircraft Powerplant Technology/Technician 54 0 0 -54470105 Industrial Electronics Technology/Technician 74 0 0 -74470604 Automobile/Automotive Mechanics Technology/Technician 692 608 479 -84470605 Diesel Mechanics Technology/Technician 86 0 0 -86480503 Machine Shop Technology/Assistant 139 0 0 -139520407 Business/Office Automation/Technology/Data Entry 162 18 0 -144470603 Autobody/Collision and Repair Technology/Technician 270 0 0 -270

240101 Liberal Arts and Sciences/Liberal Studies 3,106 5,361 6,399 2,255513801 Registered Nursing/Registered Nurse 1,114 1,917 2,385 803130101 Education, General 87 738 1,096 651430103 Criminal Justice/Law Enforcement Administration 76 481 682 406520201 Business Administration and Management, General 555 873 1,000 318510713 Medical Insurance Coding Specialist/Coder 20 302 555 282110901 Computer Systems Networking and Telecommunications Yes 153 403 568 249120503 Culinary Arts/Chef Training 34 281 372 247510707 Health Information/Medical Records Technology/Technician 85 325 421 239100105 Communications Technology/Technician 26 207 290 181151302 CAD/CADD Drafting and/or Design Technology/Technician Yes 59 202 257 143150303 Electrical, Electronic and Communications Engineering Techno Yes 217 360 355 143470605 Diesel Mechanics Technology/Technician 27 160 200 133100203 Recording Arts Technology/Technician 17 147 197 129190706 Child Development 101 228 221 127150000 Engineering Technology, General Yes 39 146 199 107500401 Design and Visual Communications, General 12 118 150 106430104 Criminal Justice/Safety Studies 35 133 162 98510601 Dental Assisting/Assistant 28 122 173 94150501 Heating, Ventilation, Air Conditioning and Refrigeration Eng Yes 28 122 172 94500406 Commercial Photography 29 115 158 87520301 Accounting 38 123 146 84151202 Computer Technology/Computer Systems Technology Yes 37 120 145 83520101 Business/Commerce, General 54 135 146 81240102 General Studies 126 203 231 77150612 Industrial Technology/Technician Yes 76 152 219 76510805 Pharmacy Technician/Assistant 34 107 153 73470603 Autobody/Collision and Repair Technology/Technician 23 94 116 71510801 Medical/Clinical Assistant 242 308 418 66510710 Medical Office Assistant/Specialist 7 70 89 63150699 Industrial Production Technologies/Technicians, Other Yes 27 88 48 60110899 Computer Software and Media Applications, Other Yes 17 73 104 56519999 Health Professions and Related Clinical Sciences, Other 60 112 163 52510806 Physical Therapy Technician/Assistant 115 166 209 51111001 Network and System Administration/Administrator Yes 11 58 76 47510602 Dental Hygiene/Hygienist 67 107 120 40240199 Liberal Arts and Sciences, General Studies and Humanities, Other 11 44 48 34120501 Baking and Pastry Arts/Baker/Pastry Chef 4 37 47 33500605 Photography 6 37 47 31510916 Radiation Protection/Health Physics Technician 3 33 42 30

Associate's degrees



AverageGraduates

131309 Technology Teacher Education/Industrial Arts Teacher Education 9 36 45 28511004 Clinical/Medical Laboratory Technician 52 77 98 25510803 Occupational Therapist Assistant 31 56 75 25140101 Engineering, General Yes 5 29 34 24110101 Computer and Information Sciences, General Yes 79 98 93 19510904 Emergency Medical Technology/Technician (EMT Paramedic) 6 25 30 19520299 Business Administration, Management and Operations, Other 75 93 83 18520408 General Office Occupations and Clerical Services 2 20 25 18470000 Mechanics and Repairers, General 7 25 39 18510701 Health/Health Care Administration/Management 2 19 24 17521001 Human Resources Management/Personnel Administration, General 2 17 22 16511009 Phlebotomy Technician/Phlebotomist 3 19 26 16460302 Electrician 2 16 21 14131202 Elementary Education and Teaching 6 20 24 14430199 Corrections and Criminal Justice, Other 8 22 33 14512306 Occupational Therapy/Therapist 3 16 20 13430203 Fire Science/Fire-fighting 29 40 47 12511801 Opticianry/Ophthalmic Dispensing Optician 17 28 34 11510808 Veterinary/Animal Health Technology/Technician and Veterinary 30 41 47 11500409 Graphic Design 10 21 36 11511803 Ophthalmic Technician/Technologist 7 17 23 11010699 Applied Horticulture/Horticultural Business Services, Other 4 15 19 11510705 Medical Office Management/Administration 7 18 24 10220303 Court Reporting/Court Reporter 3 13 18 10449999 Public Administration and Social Service Professions, Other 4 13 19 10150613 Manufacturing Engineering Technology/Technician Yes 5 14 22 9510812 Respiratory Therapy Technician/Assistant 1 9 12 8190799 Human Development, Family Studies, and Related Services, Other 1 8 11 7511109 Pre-Physical Therapy Studies 1 8 11 7510799 Health and Medical Administrative Services, Other 1 7 8 6120301 Funeral Service and Mortuary Science, General 32 38 36 6261201 Biotechnology Yes 2 8 11 6520305 Accounting and Business/Management 1 7 9 5520999 Hospitality Administration/Management, Other 2 7 5 5520407 Business/Office Automation/Technology/Data Entry 6 11 11 5110203 Computer Programming, Vendor/Product Certification Yes 4 8 5 4480501 Machine Tool Technology/Machinist 1 5 6 4120412 Salon/Beauty Salon Management/Manager 0 4 5 4120401 Cosmetology/Cosmetologist, General 1 5 8 3150101 Architectural Engineering Technology/Technician Yes 14 17 13 3450702 Geographic Information Science and Cartography Yes 6 9 13 3010507 Equestrian/Equine Studies 0 3 4 3110803 Computer Graphics Yes 0 3 4 3521299 Management Information Systems and Services, Other 1 4 3 3512308 Physical Therapy/Therapist 4 7 12 3520203 Logistics, Materials, and Supply Chain Management 0 3 3 2430112 Securities Services Administration/Management 1 3 6 2190501 Foods, Nutrition, and Wellness Studies, General 1 3 4 2521499 Marketing, Other 0 2 3 2520904 Hotel/Motel Administration/Management 11 13 20 2470399 Heavy/Industrial Equipment Maintenance Technologies, Other 1 3 4 2380203 Christian Studies 2 3 5 2513104 Dietitian Assistant 6 8 11 2512202 Environmental Health Yes 4 6 8 2470201 Heating, Air Conditioning, Ventilation and Refrigeration Mai 3 5 6 2120499 Cosmetology and Related Personal Grooming Arts, Other 0 2 2 1



AverageGraduates

460401 Building/Property Maintenance 0 2 2 1190709 Child Care Provider/Assistant 0 2 2 1010601 Applied Horticulture/Horticulture Operations, General 2 3 6 1110301 Data Processing and Data Processing Technology/Technician Yes 0 1 2 1470110 Security System Installation, Repair, and Inspection Technology 0 1 2 1510715 Health/Medical Claims Examiner 0 1 2 1109999 Communications Technologies/Technicians and Support Services 0 1 2 1030511 Forest Technology/Technician 1 2 2 1240103 Humanities/Humanistic Studies 1 2 1 1131210 Early Childhood Education and Teaching 1 2 3 1260101 Biology/Biological Sciences, General Yes 1 1 2 1151303 Architectural Drafting and Architectural CAD/CADD Yes 1 1 2 1510901 Cardiovascular Technology/Technologist 13 14 21 0040201 Architecture 0 0 0 0090499 Journalism, Other 0 0 0 0131312 Music Teacher Education 0 0 0 0190901 Apparel and Textiles, General 0 0 0 0220301 Legal Administrative Assistant/Secretary 0 0 1 0390301 Missions/Missionary Studies and Missiology 0 0 0 0400501 Chemistry, General Yes 0 0 0 0450601 Economics, General 0 0 0 0470615 Engine Machinist 0 0 0 0480507 Tool and Die Technology/Technician 0 0 0 0510913 Athletic Training/Trainer 0 0 0 0520399 Accounting and Related Services, Other 0 0 0 0521099 Human Resources Management and Services, Other 0 0 1 0010106 Agricultural Business Technology 0 0 0 0149999 Engineering, Other Yes 0 0 0 0159999 Engineering Technologies and Engineering-Related Fields, Other Yes 0 0 0 0310505 Kinesiology and Exercise Science 0 0 0 0390701 Pastoral Studies/Counseling 0 0 0 0451101 Sociology 0 0 0 0540101 History, General 0 0 0 0099999 Communication, Journalism, and Related Programs, Other 0 0 0 0390699 Theological and Ministerial Studies, Other 0 0 0 0450101 Social Sciences, General 0 0 1 0510912 Physician Assistant 0 0 0 0100202 Radio and Television Broadcasting Technology/Technician 0 0 0 0150401 Biomedical Technology/Technician Yes 0 0 0 0511101 Pre-Dentistry Studies 0 0 0 0010901 Animal Sciences, General Yes 0 0 0 0150405 Robotics Technology/Technician Yes 0 0 0 0230101 English Language and Literature, General 0 0 0 0440000 Human Services, General 0 0 1 0520206 Non-Profit/Public/Organizational Management 0 0 0 0309999 Multi-/Interdisciplinary Studies, Other 2 2 1 0090102 Mass Communication/Media Studies 0 0 1 0500501 Drama and Dramatics/Theatre Arts, General 0 0 1 0470302 Heavy Equipment Maintenance Technology/Technician 1 0 0 -1511104 Pre-Veterinary Studies 1 0 0 -1030501 Forestry, General 1 0 1 -1150701 Occupational Safety and Health Technology/Technician Yes 1 0 0 -1220001 Pre-Law Studies 1 0 0 -1090101 Speech Communication and Rhetoric 1 0 0 -1150503 Energy Management and Systems Technology/Technician Yes 1 0 0 -1310501 Health and Physical Education/Fitness, General 1 0 0 -1



AverageGraduates

390604 Pre-Theology/Pre-Ministerial Studies 1 0 0 -1111002 System, Networking, and LAN/WAN Management/Manager Yes 1 0 0 -1389999 Philosophy and Religious Studies, Other 1 0 0 -1390601 Theology/Theological Studies 1 0 0 -1420101 Psychology, General 1 0 0 -1511199 Health/Medical Preparatory Programs, Other 1 0 0 -1511699 Nursing, Other 1 0 0 -1520901 Hospitality Administration/Management, General 1 0 0 -1090701 Radio and Television 1 0 0 -1150507 Environmental Engineering Technology/Environmental Technology Yes 1 0 0 -1500901 Music, General 1 0 0 -1520402 Executive Assistant/Executive Secretary 1 0 0 -1521905 Tourism and Travel Services Marketing Operations 1 0 0 -1500702 Fine/Studio Arts, General 2 0 0 -2511103 Pre-Pharmacy Studies 2 0 0 -2511102 Pre-Medicine/Pre-Medical Studies 2 0 0 -2131205 Secondary Education and Teaching 2 0 0 -2480508 Welding Technology/Welder 2 0 0 -2510203 Speech-Language Pathology/Pathologist 2 0 0 -2480503 Machine Shop Technology/Assistant 2 0 0 -2110199 Computer and Information Sciences, Other Yes 2 0 0 -2470699 Vehicle Maintenance and Repair Technologies, Other 2 0 0 -2510899 Allied Health and Medical Assisting Services, Other 28 25 50 -2520208 E-Commerce/Electronic Commerce 3 0 0 -3479999 Mechanic and Repair Technologies/Technicians, Other 3 0 0 -3390201 Bible/Biblical Studies 23 20 17 -3470303 Industrial Mechanics and Maintenance Technology 3 0 0 -3410301 Chemical Technology/Technician Yes 4 0 0 -4511105 Pre-Nursing Studies 4 0 0 -4520905 Restaurant/Food Services Management 5 0 0 -5260209 Radiation Biology/Radiobiology Yes 5 0 0 -5150403 Electromechanical Technology/Electromechanical Engineering T Yes 5 0 0 -5220302 Legal Assistant/Paralegal 169 164 117 -5500602 Cinematography and Film/Video Production 10 4 0 -6010000 Agriculture, General 6 0 0 -6161603 Sign Language Interpretation and Translation 11 5 0 -6521902 Fashion Merchandising 15 9 27 -6151399 Drafting/Design Engineering Technologies/Technicians, Other Yes 7 0 0 -7521801 Sales, Distribution, and Marketing Operations, General 7 0 0 -7111003 Computer and Information Systems Security/Information Assur. Yes 7 0 0 -7520204 Office Management and Supervision 8 0 0 -8470101 Electrical/Electronics Equipment Installation and Repair, Ge 8 0 0 -8150201 Civil Engineering Technology/Technician Yes 12 4 0 -9510908 Respiratory Care Therapy/Therapist 117 108 97 -9010603 Ornamental Horticulture 9 0 0 -9500408 Interior Design 35 25 36 -10510706 Health Information/Medical Records Administration/Admin 11 0 0 -11440201 Community Organization and Advocacy 27 15 12 -12110401 Information Science/Studies Yes 20 6 0 -14510716 Medical Administrative/Executive Assistant and Medical Secretaries 14 0 0 -14520401 Administrative Assistant and Secretarial Science, General 153 138 135 -15110201 Computer Programming/Programmer, General Yes 15 0 0 -15470609 Avionics Maintenance Technology/Technician 45 29 23 -16110701 Computer Science Yes 19 0 0 -19529999 Business, Management, Marketing, and Related Support Service 20 0 0 -20151201 Computer Engineering Technology/Technician Yes 22 0 0 -22



AverageGraduates

150805 Mechanical Engineering/Mechanical Technology/Technician Yes 23 0 0 -23150399 Electrical and Electronic Engineering Technologies/Technician Yes 86 63 153 -23510714 Medical Insurance Specialist/Medical Biller 26 0 0 -26430107 Criminal Justice/Police Science 84 55 55 -29119999 Computer and Information Sciences and Support Services, Other 34 0 0 -34110801 Web Page, Digital/Multimedia and Information Resources Design Yes 41 0 0 -41151301 Drafting and Design Technology/Technician, General Yes 49 0 0 -49470604 Automobile/Automotive Mechanics Technology/Technician 49 0 0 -49500402 Commercial and Advertising Art 137 81 27 -56510911 Radiologic Technology/Science - Radiographer 65 0 0 -65510907 Medical Radiologic Technology/Science - Radiation Therapist 164 99 77 -65520302 Accounting Technology/Technician and Bookkeeping 86 10 0 -76110103 Information Technology Yes 84 0 0 -84513501 Massage Therapy/Therapeutic Massage 85 0 0 -85510909 Surgical Technology/Technologist 86 0 0 -86419999 Science Technologies/Technicians, Other Yes 163 66 29 -97521201 Management Information Systems, General 186 0 0 -186

470604 Automobile/Automotive Mechanics Technology/Technician 191 1,134 1,513 943470603 Autobody/Collision and Repair Technology/Technician 91 831 1,145 741520407 Business/Office Automation/Technology/Data Entry 32 374 696 342470201 Heating, Air Conditioning, Ventilation and Refrigeration Mai 81 386 556 305480503 Machine Shop Technology/Assistant 46 253 388 207470608 Aircraft Powerplant Technology/Technician 46 214 309 168470303 Industrial Mechanics and Maintenance Technology 23 100 159 77480501 Machine Tool Technology/Machinist 15 70 105 56470607 Airframe Mechanics and Aircraft Maintenance Technology/Technicians 9 62 82 53470105 Industrial Electronics Technology/Technician 19 71 121 52470605 Diesel Mechanics Technology/Technician 13 57 79 44470104 Computer Installation and Repair Technology/Technician 7 42 57 34510907 Medical Radiologic Technology/Science - Radiation Therapist 17 49 77 32469999 Construction Trades, Other 6 36 49 31150401 Biomedical Technology/Technician Yes 5 31 43 26150501 Heating, Ventilation, Air Conditioning and Refrigeration Eng Yes 5 28 37 24470302 Heavy Equipment Maintenance Technology/Technician 3 19 25 16460302 Electrician 2 14 18 12110103 Information Technology Yes 1 11 14 10520499 Business Operations Support and Secretarial Services, Other 4 11 18 7110101 Computer and Information Sciences, General Yes 6 11 20 5131206 Teacher Education, Multiple Levels 1 5 7 5144201 Mechatronics, Robotics, and Automation Engineering Yes 0 3 3 2390601 Theology/Theological Studies 0 0 0 0110501 Computer Systems Analysis/Analyst Yes 0 0 1 0460101 Mason/Masonry 0 0 0 0470609 Avionics Maintenance Technology/Technician 0 0 0 0511005 Clinical Laboratory Science/Medical Technology/Technologist Yes 1 0 0 -1390604 Pre-Theology/Pre-Ministerial Studies 1 0 0 -1480508 Welding Technology/Welder 1 0 0 -1150803 Automotive Engineering Technology/Technician Yes 1 0 0 -1510602 Dental Hygiene/Hygienist 2 0 0 -2521201 Management Information Systems, General 2 0 0 -2151202 Computer Technology/Computer Systems Technology Yes 2 0 2 -2151399 Drafting/Design Engineering Technologies/Technicians, Other Yes 2 0 0 -2529999 Business, Management, Marketing, and Related Support Service 2 0 0 -2119999 Computer and Information Sciences and Support Services, Other 3 0 0 -3




AverageGraduates

150399 Electrical and Electronic Engineering Technologies/Technician Yes 3 0 0 -3510799 Health and Medical Administrative Services, Other 3 0 0 -3220303 Court Reporting/Court Reporter 3 0 0 -3470101 Electrical/Electronics Equipment Installation and Repair, Ge 4 0 4 -4470399 Heavy/Industrial Equipment Maintenance Technologies, Other 10 5 7 -4479999 Mechanic and Repair Technologies/Technicians, Other 6 0 0 -6513801 Registered Nursing/Registered Nurse 16 0 0 -16151301 Drafting and Design Technology/Technician, General Yes 19 0 9 -19

513801 Registered Nursing/Registered Nurse 1,401 2,791 3,750 1,390240101 Liberal Arts and Sciences/Liberal Studies 553 1,392 1,831 839430103 Criminal Justice/Law Enforcement Administration 435 1,179 1,616 744131206 Teacher Education, Multiple Levels 211 880 1,128 669520201 Business Administration and Management, General 2,340 2,952 3,265 612420101 Psychology, General 1,532 2,131 2,379 599310505 Kinesiology and Exercise Science 228 743 1,017 515260101 Biology/Biological Sciences, General Yes 975 1,371 1,589 396521003 Organizational Behavior Studies 40 421 524 381520301 Accounting 753 1,040 1,113 288520203 Logistics, Materials, and Supply Chain Management 169 428 540 259090401 Journalism 216 474 474 258050299 Ethnic, Cultural Minority, Gender, and Group Studies, Other 24 271 371 246540101 History, General 587 820 953 233451001 Political Science and Government, General 687 915 1,058 228440701 Social Work 346 564 671 218310501 Health and Physical Education/Fitness, General 337 553 655 216141901 Mechanical Engineering Yes 255 467 561 211100203 Recording Arts Technology/Technician 18 224 410 206310504 Sport and Fitness Administration/Management 151 341 433 190131210 Early Childhood Education and Teaching 88 271 379 183090101 Speech Communication and Rhetoric 253 429 540 176302001 International/Global Studies 19 162 241 143190501 Foods, Nutrition, and Wellness Studies, General 50 185 259 135519999 Health Professions and Related Clinical Sciences, Other 89 224 289 134430199 Corrections and Criminal Justice, Other 19 144 179 125140801 Civil Engineering, General Yes 178 297 350 119090100 Communication, General 11 123 162 112160101 Foreign Languages and Literatures, General 121 232 278 110513899 Registered Nursing, Nursing Administration, Nursing Research 11 120 158 110100304 Animation, Interactive Technology, Video Graphics and Spec Yes 43 147 188 103521001 Human Resources Management/Personnel Administration, General 33 135 181 103511199 Health/Medical Preparatory Programs, Other 31 131 194 100510702 Hospital and Health Care Facilities Administration/Management 20 119 179 100260202 Biochemistry Yes 39 138 174 99260204 Molecular Biology Yes 30 127 230 97150399 Electrical and Electronic Engineering Technologies/Technician Yes 13 107 266 94440000 Human Services, General 36 129 166 93500903 Music Performance, General 74 163 201 89131202 Elementary Education and Teaching 372 455 546 83151501 Engineering/Industrial Management Yes 43 124 188 81270101 Mathematics, General Yes 255 336 358 80500901 Music, General 220 298 308 78500409 Graphic Design 23 101 144 77140701 Chemical Engineering Yes 81 158 186 77450901 International Relations and Affairs 65 141 171 76

Bachelor's degrees



AverageGraduates

400601 Geology/Earth Science, General Yes 69 145 177 76522001 Construction Management 16 92 126 75090902 Public Relations/Image Management 76 151 205 75190706 Child Development 75 150 181 74131209 Kindergarten/Preschool Education and Teaching 29 101 170 72131205 Secondary Education and Teaching 73 142 170 69500702 Fine/Studio Arts, General 152 220 259 68520305 Accounting and Business/Management 16 83 111 68110103 Information Technology Yes 21 86 113 65111001 Network and System Administration/Administrator Yes 11 75 101 65380101 Philosophy 122 186 212 64261501 Neuroscience Yes 48 112 133 63400501 Chemistry, General Yes 263 326 389 63500999 Music, Other 46 109 150 63450201 Anthropology 142 204 227 62521101 International Business/Trade/Commerce 42 104 135 62500703 Art History, Criticism and Conservation 43 104 127 61150000 Engineering Technology, General Yes 113 172 191 59500602 Cinematography and Film/Video Production 23 81 100 57240102 General Studies 174 229 322 55400801 Physics, General Yes 66 121 145 55131203 Junior High/Intermediate/Middle School Education and Teaching 19 68 89 50422703 Developmental and Child Psychology Yes 46 96 102 50520904 Hotel/Motel Administration/Management 40 90 121 49131307 Health Teacher Education 49 98 126 49030104 Environmental Science Yes 10 59 76 49510602 Dental Hygiene/Hygienist 65 111 128 47160905 Spanish Language and Literature 188 234 234 46521902 Fashion Merchandising 21 66 88 46111003 Computer and Information Systems Security/Information Assur. Yes 30 74 118 43390702 Youth Ministry 28 71 98 43500408 Interior Design 72 115 145 43300101 Biological and Physical Sciences Yes 27 69 92 42500401 Design and Visual Communications, General 19 59 70 40011101 Plant Sciences, General Yes 54 93 102 39451101 Sociology 392 430 435 38131328 History Teacher Education 34 71 90 38150303 Electrical, Electronic and Communications Engineering Techno Yes 35 72 82 38190401 Family Resource Management Studies, General 60 94 110 34142301 Nuclear Engineering Yes 21 54 76 34231304 Rhetoric and Composition 4 37 48 33390601 Theology/Theological Studies 47 80 83 32110401 Information Science/Studies Yes 7 39 50 32230101 English Language and Literature, General 852 883 937 32131312 Music Teacher Education 54 85 94 31110899 Computer Software and Media Applications, Other Yes 4 33 44 29500601 Film/Cinema/Video Studies 7 36 49 29450601 Economics, General 372 400 379 28090702 Digital Communication and Media/Multimedia Yes 15 43 67 28099999 Communication, Journalism, and Related Programs, Other 21 49 61 28190701 Human Development and Family Studies, General 85 112 116 27050207 Women's Studies 8 35 42 27510701 Health/Health Care Administration/Management 28 54 55 27301701 Behavioral Sciences Yes 16 41 58 26510911 Radiologic Technology/Science - Radiographer 13 37 58 24390602 Divinity/Ministry 3 27 34 24



AverageGraduates

390701 Pastoral Studies/Counseling 20 44 72 24220000 Legal Studies, General 6 29 35 23011202 Soil Chemistry and Physics Yes 4 27 36 23110801 Web Page, Digital/Multimedia and Information Resources Design Yes 12 34 48 22490101 Aeronautics/Aviation/Aerospace Science and Technology, Genre Yes 111 133 157 22240103 Humanities/Humanistic Studies 18 40 47 22140201 Aerospace, Aeronautical and Astronautical/Space Engineering Yes 18 39 49 21141301 Engineering Science Yes 50 70 106 20511005 Clinical Laboratory Science/Medical Technology/Technologist Yes 38 58 68 20500605 Photography 10 30 37 20231301 Writing, General 2 22 28 20520799 Entrepreneurial and Small Business Operations, Other 12 32 52 20090199 Communication and Media Studies, Other 24 44 42 19380203 Christian Studies 13 31 43 19160901 French Language and Literature 61 80 91 19390501 Religious/Sacred Music 8 26 35 18430104 Criminal Justice/Safety Studies 28 46 64 18010603 Ornamental Horticulture 20 38 81 18520501 Business/Corporate Communications 2 20 26 18520701 Entrepreneurship/Entrepreneurial Studies 22 39 66 18050201 African-American/Black Studies 10 27 35 17050106 European Studies/Civilization 8 25 30 17019999 Agriculture, Agriculture Operations, and Related Sciences, O 6 22 15 16120504 Restaurant, Culinary, and Catering Management/Manager 2 18 22 16090799 Radio, Television, and Digital Communication, Other 5 20 20 15150699 Industrial Production Technologies/Technicians, Other Yes 7 21 8 14440501 Public Policy Analysis, General 9 23 38 14520208 E-Commerce/Electronic Commerce 5 19 29 14500904 Music Theory and Composition 7 21 27 14090999 Public Relations, Advertising, and Applied Communication, Other 10 24 36 14450701 Geography 49 63 64 13500101 Visual and Performing Arts, General 36 49 59 13030101 Natural Resources/Conservation, General Yes 10 23 25 13090901 Organizational Communication, General 5 17 23 12220302 Legal Assistant/Paralegal 18 30 36 12161200 Classics and Classical Languages, Literatures, and Linguistics 26 38 50 11513999 Practical Nursing, Vocational Nursing and Nursing Assistants 2 13 17 11050102 American/United States Studies/Civilization 15 27 25 11160902 Italian Language and Literature 4 15 19 11319999 Parks, Recreation, Leisure, and Fitness Studies, Other 5 16 23 11159999 Engineering Technologies and Engineering-Related Fields, Other Yes 5 15 7 11261305 Environmental Biology Yes 6 16 25 11050107 Latin American Studies 8 18 21 11389999 Philosophy and Religious Studies, Other 20 31 33 11090908 Technical and Scientific Communication 1 12 15 11040401 Environmental Design/Architecture 5 15 24 10261310 Ecology and Evolutionary Biology Yes 1 12 15 10010901 Animal Sciences, General Yes 89 99 113 10050103 Asian Studies/Civilization 3 13 17 10500102 Digital Arts 1 11 14 10422804 Industrial and Organizational Psychology 19 28 32 9500410 Illustration 2 11 15 9030201 Natural Resources Management and Policy 26 36 35 9500699 Film/Video and Photographic Arts, Other 1 10 13 9010102 Agribusiness/Agricultural Business Operations 25 34 37 9231303 Professional, Technical, Business, and Scientific Writing 7 16 18 9



AverageGraduates

400599 Chemistry, Other Yes 3 12 16 9160402 Russian Language and Literature 8 17 18 9500908 Voice and Opera 4 13 16 9440401 Public Administration 12 21 27 8302501 Cognitive Science Yes 9 17 29 8131401 Teaching English as a Second or Foreign Language/ESL Language 6 14 18 8011001 Food Science Yes 11 19 21 8390301 Missions/Missionary Studies and Missiology 17 25 23 8111004 Web/Multimedia Management and Webmaster Yes 2 10 15 8131099 Special Education and Teaching, Other 10 18 18 8520302 Accounting Technology/Technician and Bookkeeping 1 8 11 7520999 Hospitality Administration/Management, Other 2 10 6 7260406 Cell/Cellular and Molecular Biology Yes 2 9 13 7040201 Architecture 55 62 66 7131302 Art Teacher Education 22 29 37 7161601 American Sign Language (ASL) 3 10 14 7510907 Medical Radiologic Technology/Science - Radiation Therapist 6 13 22 7301501 Science, Technology and Society 3 9 14 6500406 Commercial Photography 1 7 8 6500913 Music Technology 1 7 8 6520213 Organizational Leadership 1 7 8 6141801 Materials Engineering Yes 6 12 13 6030199 Natural Resources Conservation and Research, Other Yes 2 8 5 6500907 Keyboard Instruments 2 8 11 6160900 Romance Languages, Literatures, and Linguistics, General 1 7 9 6500911 Stringed Instruments 4 9 16 5380206 Jewish/Judaic Studies 1 6 8 5240199 Liberal Arts and Sciences, General Studies and Humanities, Other 5 10 13 5540199 History, Other 11 17 29 5511109 Pre-Physical Therapy Studies 1 6 7 5511103 Pre-Pharmacy Studies 2 7 9 5380299 Religion/Religious Studies, Other 4 9 13 5140301 Agricultural Engineering Yes 6 11 12 5500708 Painting 1 6 8 5450605 International Economics 7 11 13 5309999 Multi-/Interdisciplinary Studies, Other 1,311 1,316 1,593 5160501 German Language and Literature 26 31 33 4422706 Physiological Psychology/Psychobiology Yes 1 5 7 4451099 Political Science and Government, Other 0 5 6 4500915 Woodwind Instruments 0 5 6 4520304 Accounting and Finance 1 5 7 4513818 Nursing Practice 1 5 7 4260102 Biomedical Sciences, General Yes 4 8 13 4190901 Apparel and Textiles, General 39 43 54 4090907 International and Intercultural Communication 0 4 5 4160102 Linguistics 0 4 5 4090900 Public Relations, Advertising, and Applied Communication 1 4 5 4269999 Biological and Biomedical Sciences, Other Yes 10 14 6 4512501 Veterinary Sciences/Veterinary Clinical Sciences, General 1 5 7 3450301 Archeology Yes 2 5 6 3190203 Consumer Merchandising/Retailing Management 2 5 6 3513199 Dietetics and Clinical Nutrition Services, Other 1 4 3 3111099 Computer/Information Technology Services Administration and Yes 2 5 3 3521801 Sales, Distribution, and Marketing Operations, General 2 5 6 3450299 Anthropology, Other 1 4 3 3511102 Pre-Medicine/Pre-Medical Studies 8 11 9 3



AverageGraduates

131311 Mathematics Teacher Education 20 23 27 3010101 Agricultural Business and Management, General 2 5 5 3161603 Sign Language Interpretation and Translation 8 10 11 3390705 Lay Ministry 0 3 4 3220001 Pre-Law Studies 1 3 5 3261307 Conservation Biology Yes 0 3 4 3510201 Communication Sciences and Disorders, General 2 4 5 3510908 Respiratory Care Therapy/Therapist 17 20 30 3030204 Natural Resource Economics 0 3 3 2110201 Computer Programming/Programmer, General Yes 0 3 3 2303301 Sustainability Studies Yes 0 3 3 2510808 Veterinary/Animal Health Technology/Technician and Veterinary 0 3 3 2521904 Apparel and Accessories Marketing Operations 0 3 3 2161299 Classics and Classical Languages, Literatures, and Linguistics 1 3 3 2270301 Applied Mathematics, General Yes 7 9 11 2110199 Computer and Information Sciences, Other Yes 2 4 3 2119999 Computer and Information Sciences and Support Services, Other 7 10 7 2131322 Biology Teacher Education 8 10 11 2510913 Athletic Training/Trainer 29 31 39 2500507 Directing and Theatrical Production 0 2 3 2500916 Percussion Instruments 0 2 3 2430106 Forensic Science and Technology Yes 0 2 3 2400899 Physics, Other Yes 1 2 3 2500912 Music Pedagogy 1 2 1 2261301 Ecology Yes 1 2 3 2010000 Agriculture, General 138 140 156 1131011 Education/Teaching of Individuals with Specific Learning Disabilities 1 2 1 1140501 Bioengineering and Biomedical Engineering Yes 68 69 83 1161203 Latin Language and Literature 2 3 2 1110501 Computer Systems Analysis/Analyst Yes 0 1 2 1110901 Computer Systems Networking and Telecommunications Yes 0 1 2 1131329 Physics Teacher Education 0 1 2 1302201 Ancient Studies/Civilization 0 1 2 1390704 Women's Ministry 0 1 2 1500914 Brass Instruments 0 1 2 1302202 Classical, Ancient Mediterranean and Near Eastern Studies an 1 2 3 1450799 Geography, Other 1 2 1 1131331 Speech Teacher Education 0 1 2 1190599 Foods, Nutrition, and Related Services, Other 0 1 1 1500502 Technical Theatre/Theatre Design and Technology 0 1 1 1500599 Dramatic/Theatre Arts and Stagecraft, Other 2 3 2 1131012 Education/Teaching of Individuals with Speech or Language Imp. 0 1 1 1131330 Spanish Language Teacher Education 4 5 6 1500506 Acting 1 2 4 1390799 Pastoral Counseling and Specialized Ministries, Other 2 3 5 0131325 French Language Teacher Education 1 2 2 0050104 East Asian Studies 6 6 8 0301401 Museology/Museum Studies 1 1 1 0380103 Ethics 4 5 5 0260701 Zoology/Animal Biology Yes 1 1 2 0150801 Aeronautical/Aerospace Engineering Technology/Technician Yes 9 9 8 0261199 Biomathematics, Bioinformatics, and Computational Biology, O Yes 0 0 0 0400508 Chemical Physics Yes 0 0 0 0400802 Atomic/Molecular Physics Yes 0 0 0 0410101 Biology Technician/Biotechnology Laboratory Technician Yes 0 0 0 0422801 Clinical Psychology 0 0 0 0



AverageGraduates

510912 Physician Assistant 0 0 0 0511101 Pre-Dentistry Studies 0 0 0 0512207 Public Health Education and Promotion 0 0 0 0520809 Credit Management 0 0 1 0521206 Information Resources Management 0 0 1 0540102 American History (United States) 0 0 0 0131015 Education/Teaching of Individuals in Early Childhood Special 0 0 0 0150805 Mechanical Engineering/Mechanical Technology/Technician Yes 0 0 0 0161202 Ancient/Classical Greek Language and Literature 0 0 0 0239999 English Language and Literature/Letters, Other 0 0 1 0510299 Communication Disorders Sciences and Services, Other 0 0 0 0512305 Music Therapy/Therapist 0 0 0 0520703 Small Business Administration/Management 0 0 1 0131326 German Language Teacher Education 0 0 0 0190499 Family and Consumer Economics and Related Services, Other 0 0 0 0540103 European History 0 0 1 0050110 Russian Studies 2 1 1 0100105 Communications Technology/Technician 0 0 1 0131323 Chemistry Teacher Education 0 0 0 0260301 Botany/Plant Biology Yes 0 0 0 0301801 Natural Sciences Yes 0 0 0 0470103 Communications Systems Installation and Repair Technology 0 0 0 0512301 Art Therapy/Therapist 0 0 0 0131306 Foreign Language Teacher Education 0 0 0 0131324 Drama and Dance Teacher Education 0 0 1 0419999 Science Technologies/Technicians, Other Yes 0 0 0 0131310 Sales and Marketing Operations/Marketing and Distribution 0 0 0 0190505 Foodservice Systems Administration/Management 0 0 0 0301301 Medieval and Renaissance Studies 0 0 0 0150613 Manufacturing Engineering Technology/Technician Yes 3 2 5 0149999 Engineering, Other Yes 1 0 0 -1511503 Clinical/Medical Social Work 1 0 0 -1260203 Biophysics Yes 1 0 1 -1512399 Rehabilitation and Therapeutic Professions, Other 1 0 0 -1501004 Theatre/Theatre Arts Management 1 0 1 -1521304 Actuarial Science Yes 1 0 0 -1131335 Psychology Teacher Education 1 0 0 -1231302 Creative Writing 2 1 4 -1160104 Comparative Literature 1 0 0 -1509999 Visual and Performing Arts, Other 1 0 0 -1131332 Geography Teacher Education 1 0 0 -1260210 Biochemistry and Molecular Biology Yes 1 0 0 -1521701 Insurance 1 0 0 -1510202 Audiology/Audiologist 8 7 8 -1050122 Regional Studies (US, Canadian, Foreign) 1 0 0 -1450401 Criminology 1 0 0 -1511104 Pre-Veterinary Studies 1 0 0 -1510706 Health Information/Medical Records Administration/Admin 20 19 21 -1422803 Counseling Psychology 1 0 2 -1131316 Science Teacher Education/General Science Teacher Education 5 4 4 -1050114 Western European Studies 1 0 1 -1302301 Intercultural/Multicultural and Diversity Studies 2 0 1 -2449999 Public Administration and Social Service Professions, Other 2 0 3 -2451201 Urban Studies/Affairs 6 4 1 -2520901 Hospitality Administration/Management, General 2 0 0 -2190403 Consumer Services and Advocacy 2 0 2 -2



AverageGraduates

511105 Pre-Nursing Studies 2 0 1 -2131308 Family and Consumer Sciences/Home Economics Teacher Education 2 0 0 -2310599 Health and Physical Education/Fitness, Other 9 7 8 -2141201 Engineering Physics/Applied Physics Yes 2 0 0 -2030599 Forestry, Other 2 0 0 -2050199 Area Studies, Other 2 0 0 -2511004 Clinical/Medical Laboratory Technician 2 0 0 -2150101 Architectural Engineering Technology/Technician Yes 2 0 0 -2520801 Finance, General 500 498 542 -2030502 Forest Sciences and Biology Yes 2 0 0 -2450699 Economics, Other 4 1 0 -2521099 Human Resources Management and Services, Other 3 0 0 -3190000 Work and Family Studies 3 0 0 -3190601 Housing and Human Environments, General 3 0 0 -3511002 Cytotechnology/Cytotechnologist Yes 3 0 0 -3261399 Ecology, Evolution, Systematics and Population Biology, Other Yes 3 0 0 -3529999 Business, Management, Marketing, and Related Support Service 8 5 0 -3230401 English Composition 3 0 0 -3300801 Mathematics and Computer Science Yes 5 2 1 -3141101 Engineering Mechanics Yes 3 0 0 -3500799 Fine Arts and Art Studies, Other 4 0 0 -4390604 Pre-Theology/Pre-Ministerial Studies 11 8 18 -4150507 Environmental Engineering Technology/Environmental Technology Yes 4 0 0 -4140401 Architectural Engineering Yes 9 5 2 -4422701 Cognitive Psychology and Psycholinguistics Yes 6 2 0 -4260503 Medical Microbiology and Bacteriology Yes 4 0 0 -4161103 Ancient Near Eastern and Biblical Languages, Literatures, an 4 0 3 -4131309 Technology Teacher Education/Industrial Arts Teacher Education 4 0 0 -4510000 Health Services/Allied Health/Health Sciences, General 4 0 0 -4510203 Speech-Language Pathology/Pathologist 31 26 27 -5521499 Marketing, Other 5 0 0 -5131314 Physical Education Teaching and Coaching 80 75 76 -5521501 Real Estate 5 0 0 -5310101 Parks, Recreation and Leisure Studies 8 3 1 -5131301 Agricultural Teacher Education 10 5 6 -5131399 Teacher Education and Professional Development, Specific Sub 6 0 0 -6510905 Nuclear Medical Technology/Technologist 11 5 0 -6510999 Allied Health Diagnostic, Intervention, and Treatment Prof 6 0 0 -6500902 Music History, Literature, and Theory 6 0 0 -6520803 Banking and Financial Support Services 7 0 0 -7010199 Agricultural Business and Management, Other 17 10 5 -7513101 Dietetics/Dietitian 7 0 0 -7520401 Administrative Assistant and Secretarial Science, General 7 0 0 -7521804 Selling Skills and Sales Operations 7 0 0 -7270501 Statistics, General Yes 10 2 1 -8390201 Bible/Biblical Studies 210 202 209 -8260499 Cell/Cellular Biology and Anatomical Sciences, Other Yes 8 0 0 -8513808 Nursing Science 8 0 0 -8110101 Computer and Information Sciences, General Yes 173 164 115 -9151102 Surveying Technology/Surveying Yes 11 2 0 -9030501 Forestry, General 16 6 2 -9150612 Industrial Technology/Technician Yes 48 38 38 -10030601 Wildlife, Fish and Wildlands Science and Management Yes 50 40 38 -10390699 Theological and Ministerial Studies, Other 10 0 0 -10510204 Audiology/Audiologist and Speech-Language Pathology/Pathology 10 0 0 -10510910 Diagnostic Medical Sonography/Sonographer and Ultrasound Tec 10 0 0 -10



AverageGraduates

151201 Computer Engineering Technology/Technician Yes 10 0 0 -10512202 Environmental Health Yes 11 0 0 -11143501 Industrial Engineering Yes 35 24 22 -11131299 Teacher Education and Professional Development, Specific Lev 24 12 0 -12131001 Special Education and Teaching, General 191 178 172 -13090102 Mass Communication/Media Studies 471 457 506 -14400101 Physical Sciences Yes 14 0 0 -14520205 Operations Management and Supervision 16 0 0 -16131318 Social Studies Teacher Education 17 2 0 -16131305 English/Language Arts Teacher Education 38 21 23 -17090402 Broadcast Journalism 18 0 0 -18500701 Art/Art Studies, General 229 210 201 -18139999 Education, Other 83 65 34 -19513802 Nursing Administration 19 0 0 -19110701 Computer Science Yes 207 187 132 -20512201 Public Health, General 31 10 7 -21399999 Theology and Religious Vocations, Other 21 0 0 -21131303 Business Teacher Education 21 0 0 -21030103 Environmental Studies Yes 22 0 0 -22440201 Community Organization and Advocacy 23 0 0 -23131319 Technical Teacher Education 23 0 0 -23511699 Nursing, Other 23 0 0 -23450101 Social Sciences, General 226 203 189 -23512306 Occupational Therapy/Therapist 24 0 0 -24512308 Physical Therapy/Therapist 28 0 0 -28459999 Social Sciences, Other 37 8 0 -28310301 Parks, Recreation and Leisure Facilities Management, General 57 25 0 -32190704 Family Systems 33 0 0 -33140901 Computer Engineering, General Yes 59 25 0 -35390401 Religious Education 35 0 0 -35500501 Drama and Dramatics/Theatre Arts, General 184 148 142 -37520101 Business/Commerce, General 379 342 328 -37520299 Business Administration, Management and Operations, Other 91 54 9 -37231001 Speech and Rhetorical Studies 40 0 0 -40141001 Electrical and Electronics Engineering Yes 181 140 98 -40090499 Journalism, Other 41 0 0 -41500402 Commercial and Advertising Art 42 0 0 -42501003 Music Management 454 411 410 -43090903 Advertising 96 52 16 -44520204 Office Management and Supervision 46 0 0 -46429999 Psychology, Other 56 7 0 -49090701 Radio and Television 50 0 0 -50130101 Education, General 53 0 0 -53190402 Consumer Economics 68 13 0 -55140101 Engineering, General Yes 80 8 0 -72521301 Management Science Yes 73 0 0 -73520601 Business/Managerial Economics 115 39 10 -76520206 Non-Profit/Public/Organizational Management 96 2 0 -94380201 Religion/Religious Studies 123 26 0 -98521201 Management Information Systems, General 219 82 0 -137521401 Marketing/Marketing Management, General 649 489 374 -160190101 Family and Consumer Sciences/Human Sciences, General 211 25 0 -185

131401 Teaching English as a Second or Foreign Language/ESL Language 7 50 67 43511501 Substance Abuse/Addiction Counseling 3 32 41 29




AverageGraduates

510701 Health/Health Care Administration/Management 13 40 48 28301101 Gerontology 5 25 31 20520206 Non-Profit/Public/Organizational Management 2 23 29 20110103 Information Technology Yes 2 20 25 18151501 Engineering/Industrial Management Yes 2 20 25 18513805 Family Practice Nurse/Nursing 3 20 26 17450702 Geographic Information Science and Cartography Yes 3 19 25 16422806 Educational Psychology 2 15 19 13521207 Knowledge Management 1 12 15 11270501 Statistics, General Yes 4 15 20 11030299 Natural Resources Management and Policy, Other 1 12 15 10050201 African-American/Black Studies 2 12 15 10131202 Elementary Education and Teaching 28 38 79 10050207 Women's Studies 2 11 16 9430106 Forensic Science and Technology Yes 1 9 12 8300501 Peace Studies and Conflict Resolution 1 9 12 8513899 Registered Nursing, Nursing Administration, Nursing Research 1 8 11 7513101 Dietetics/Dietitian 1 8 10 7513801 Registered Nursing/Registered Nurse 1 8 10 7142301 Nuclear Engineering Yes 2 9 12 7130407 Community College Education 2 8 12 7150000 Engineering Technology, General Yes 1 7 9 6131305 English/Language Arts Teacher Education 2 8 11 6301401 Museology/Museum Studies 2 8 11 5111003 Computer and Information Systems Security/Information Assur. Yes 1 6 8 5390201 Bible/Biblical Studies 1 5 7 5520304 Accounting and Finance 1 5 7 5141901 Mechanical Engineering Yes 1 5 6 4130603 Educational Statistics and Research Methods Yes 0 4 6 4512201 Public Health, General 0 4 6 4131205 Secondary Education and Teaching 0 4 5 4451002 American Government and Politics (United States) 0 4 5 4520299 Business Administration, Management and Operations, Other 0 4 5 4131322 Biology Teacher Education 1 5 7 4131328 History Teacher Education 1 4 6 3520701 Entrepreneurship/Entrepreneurial Studies 1 5 7 3520305 Accounting and Business/Management 0 4 4 3540105 Public/Applied History 1 4 5 3130501 Educational/Instructional Technology Yes 3 6 7 3130401 Educational Leadership and Administration, General 1 4 5 3439999 Homeland Security, Law Enforcement, Firefighting and Related 0 3 4 3520101 Business/Commerce, General 0 3 4 3131303 Business Teacher Education 1 3 4 2131203 Junior High/Intermediate/Middle School Education and Teaching 1 4 6 2131315 Reading Teacher Education 1 3 4 2513803 Adult Health Nurse/Nursing 0 2 3 2422803 Counseling Psychology 0 2 3 2513804 Nurse Anesthetist 0 2 3 2131299 Teacher Education and Professional Development, Specific Lev 2 4 4 1261102 Biostatistics Yes 0 1 2 1390401 Religious Education 0 1 2 1500901 Music, General 0 1 2 1500912 Music Pedagogy 0 1 2 1521001 Human Resources Management/Personnel Administration, General 0 1 2 1261309 Epidemiology Yes 2 3 6 1131101 Counselor Education/School Counseling and Guidance Services 3 4 0 1



AverageGraduates

513810 Psychiatric/Mental Health Nurse/Nursing 0 1 1 1390601 Theology/Theological Studies 2 3 3 1040301 City/Urban, Community and Regional Planning 0 0 0 0110401 Information Science/Studies Yes 0 0 1 0301301 Medieval and Renaissance Studies 0 0 0 0440701 Social Work 0 0 0 0131323 Chemistry Teacher Education 0 0 1 0160102 Linguistics 0 0 1 0520301 Accounting 0 0 1 0140401 Architectural Engineering Yes 0 0 1 0500409 Graphic Design 0 0 0 0511699 Nursing, Other 0 0 0 0130101 Education, General 0 0 0 0131311 Mathematics Teacher Education 0 0 0 0400601 Geology/Earth Science, General Yes 1 0 0 -1512299 Public Health, Other 1 0 1 -1500602 Cinematography and Film/Video Production 2 0 0 -2520201 Business Administration and Management, General 3 0 0 -3131206 Teacher Education, Multiple Levels 4 0 0 -4220302 Legal Assistant/Paralegal 19 0 0 -19

520201 Business Administration and Management, General 1,498 2,499 2,932 1,002513801 Registered Nursing/Registered Nurse 207 985 1,350 778390602 Divinity/Ministry 43 392 563 349520213 Organizational Leadership 25 304 428 280131206 Teacher Education, Multiple Levels 123 357 449 235520301 Accounting 197 422 512 225131205 Secondary Education and Teaching 155 370 471 215511508 Mental Health Counseling/Counselor 21 201 285 180440701 Social Work 224 383 446 159240102 General Studies 15 149 202 134131299 Teacher Education and Professional Development, Specific Lev 45 160 199 116131401 Teaching English as a Second or Foreign Language/ESL Language 36 147 204 111513805 Family Practice Nurse/Nursing 61 170 243 109440401 Public Administration 86 184 244 98520801 Finance, General 30 121 155 92422803 Counseling Psychology 110 200 253 90513804 Nurse Anesthetist 61 150 198 89422899 Clinical, Counseling and Applied Psychology, Other 10 89 115 79130301 Curriculum and Instruction 648 724 795 76310505 Kinesiology and Exercise Science 40 110 139 70512201 Public Health, General 73 140 173 67512306 Occupational Therapy/Therapist 57 123 171 66513814 Critical Care Nursing 29 93 141 64520399 Accounting and Related Services, Other 40 99 122 59510912 Physician Assistant 50 105 128 55310504 Sport and Fitness Administration/Management 22 73 95 51131001 Special Education and Teaching, General 124 175 228 51512211 Health Services Administration 6 57 73 51513803 Adult Health Nurse/Nursing 48 91 119 43513802 Nursing Administration 14 56 74 43090102 Mass Communication/Media Studies 38 80 106 42130201 Bilingual and Multilingual Education 7 47 59 40230101 English Language and Literature, General 124 161 172 37513809 Pediatric Nurse/Nursing 29 65 89 36

Master's degrees



AverageGraduates

520304 Accounting and Finance 4 40 51 36440502 Education Policy Analysis 4 39 50 35269999 Biological and Biomedical Sciences, Other Yes 13 48 65 34390401 Religious Education 14 47 67 33130410 Urban Education and Leadership 3 36 46 33511505 Marriage and Family Therapy/Counseling 25 57 81 33151501 Engineering/Industrial Management Yes 13 45 62 32131302 Art Teacher Education 4 36 46 31513102 Clinical Nutrition/Nutritionist 11 40 56 29500901 Music, General 70 98 116 29520206 Non-Profit/Public/Organizational Management 20 48 47 29450604 Development Economics and International Development 4 33 43 28309999 Multi-/Interdisciplinary Studies, Other 20 48 50 27130406 Higher Education/Higher Education Administration 19 46 55 27380001 Philosophy and Religious Studies, General 3 29 37 27510203 Speech-Language Pathology/Pathologist 31 57 75 26220202 Programs for Foreign Lawyers 11 37 57 26390201 Bible/Biblical Studies 33 59 68 26130701 International and Comparative Education 5 29 40 25513806 Maternal/Child Health and Neonatal Nurse/Nursing 12 36 55 24300501 Peace Studies and Conflict Resolution 3 26 33 23231302 Creative Writing 12 35 46 23240101 Liberal Arts and Sciences/Liberal Studies 34 57 68 22261001 Pharmacology Yes 3 25 32 22131201 Adult and Continuing Education and Teaching 22 44 69 22400501 Chemistry, General Yes 32 54 61 22030299 Natural Resources Management and Policy, Other 2 24 31 22500903 Music Performance, General 8 29 37 21190101 Family and Consumer Sciences/Human Sciences, General 13 34 38 21131303 Business Teacher Education 16 37 42 21513817 Nursing Education 3 23 30 20521101 International Business/Trade/Commerce 11 31 39 20040201 Architecture 12 32 38 20110701 Computer Science Yes 60 79 97 19090907 International and Intercultural Communication 2 21 27 19510702 Hospital and Health Care Facilities Administration/Management 14 33 40 19521003 Organizational Behavior Studies 19 37 58 18520701 Entrepreneurship/Entrepreneurial Studies 9 27 31 18422805 School Psychology 16 33 43 17440201 Community Organization and Advocacy 6 23 31 17250101 Library and Information Science 83 100 109 17140901 Computer Engineering, General Yes 7 24 32 17510799 Health and Medical Administrative Services, Other 3 20 27 17540199 History, Other 2 18 24 16390699 Theological and Ministerial Studies, Other 9 25 34 16131312 Music Teacher Education 10 25 33 15422806 Educational Psychology 44 59 62 15131315 Reading Teacher Education 43 58 73 15130404 Educational, Instructional, and Curriculum Supervision 4 19 26 15521401 Marketing/Marketing Management, General 14 28 33 15310301 Parks, Recreation and Leisure Facilities Management, General 14 28 37 14100203 Recording Arts Technology/Technician 3 17 23 14510706 Health Information/Medical Records Administration/Admin 1 15 19 13260101 Biology/Biological Sciences, General Yes 58 71 74 13140501 Bioengineering and Biomedical Engineering Yes 27 40 41 13380201 Religion/Religious Studies 31 44 53 13



AverageGraduates

490104 Aviation/Airway Management and Operations 4 16 19 12030104 Environmental Science Yes 1 13 17 12430103 Criminal Justice/Law Enforcement Administration 39 51 46 12510701 Health/Health Care Administration/Management 25 36 55 11131311 Mathematics Teacher Education 7 18 22 11500706 Intermedia/Multimedia 1 12 15 11300601 Systems Science and Theory Yes 10 21 35 11513820 Clinical Nurse Leader 1 12 16 11520803 Banking and Financial Support Services 2 13 17 10110401 Information Science/Studies Yes 1 12 15 10513807 Nurse Midwife/Nursing Midwifery 13 23 26 10149999 Engineering, Other Yes 20 29 22 10520601 Business/Managerial Economics 7 16 18 10261309 Epidemiology Yes 8 17 15 9510602 Dental Hygiene/Hygienist 3 12 18 9131003 Education/Teaching of Individuals with Hearing Impairments I 2 11 15 9142301 Nuclear Engineering Yes 13 22 27 9010101 Agricultural Business and Management, General 4 12 17 8511401 Medical Scientist Yes 10 19 34 8512706 Medical Informatics Yes 2 10 13 8521005 Human Resources Development 3 11 17 8270501 Statistics, General Yes 14 22 26 8140801 Civil Engineering, General Yes 56 63 75 8261199 Biomathematics, Bioinformatics, and Computational Biology, O Yes 2 9 13 7190706 Child Development 5 13 21 7090100 Communication, General 1 8 10 7520205 Operations Management and Supervision 12 19 18 7400801 Physics, General Yes 21 28 41 7310501 Health and Physical Education/Fitness, General 153 160 164 7130408 Elementary and Middle School Administration/Principalship 8 15 20 7030601 Wildlife, Fish and Wildlands Science and Management Yes 8 15 16 7160900 Romance Languages, Literatures, and Linguistics, General 4 10 16 6131321 Computer Teacher Education 1 7 8 6111099 Computer/Information Technology Services Administration and Yes 1 7 9 5500701 Art/Art Studies, General 15 20 19 5540101 History, General 46 51 58 5520101 Business/Commerce, General 82 87 103 5510501 Dental Clinical Sciences, General 6 12 14 5011001 Food Science Yes 5 10 11 5160501 German Language and Literature 6 11 12 5422801 Clinical Psychology 1 6 7 5260406 Cell/Cellular and Molecular Biology Yes 1 6 8 5519999 Health Professions and Related Clinical Sciences, Other 2 7 8 5261102 Biostatistics Yes 3 7 4 5451001 Political Science and Government, General 15 19 21 4140101 Engineering, General Yes 18 22 25 4050207 Women's Studies 1 5 8 4500912 Music Pedagogy 1 5 8 4450701 Geography 11 15 13 4161200 Classics and Classical Languages, Literatures, and Linguistics 2 6 8 4521302 Business Statistics Yes 0 4 5 4140201 Aerospace, Aeronautical and Astronautical/Space Engineering Yes 6 10 12 4131304 Driver and Safety Teacher Education 3 7 4 4390501 Religious/Sacred Music 1 5 7 4229999 Legal Professions and Studies, Other 3 6 3 4141401 Environmental/Environmental Health Engineering Yes 16 19 22 3



AverageGraduates

520807 Investments and Securities 0 4 4 3141801 Materials Engineering Yes 7 10 12 3390702 Youth Ministry 3 6 9 3513199 Dietetics and Clinical Nutrition Services, Other 1 4 3 3513810 Psychiatric/Mental Health Nurse/Nursing 21 24 26 3131099 Special Education and Teaching, Other 2 5 3 3500501 Drama and Dramatics/Theatre Arts, General 11 14 16 3030501 Forestry, General 6 8 8 3512205 Health/Medical Physics Yes 5 7 14 3260210 Biochemistry and Molecular Biology Yes 0 3 4 3390601 Theology/Theological Studies 97 100 120 2010801 Agricultural and Extension Education Services 0 3 3 2030199 Natural Resources Conservation and Research, Other Yes 1 3 2 2150699 Industrial Production Technologies/Technicians, Other Yes 1 3 2 2011202 Soil Chemistry and Physics Yes 1 3 6 2110201 Computer Programming/Programmer, General Yes 2 4 3 2260102 Biomedical Sciences, General Yes 1 3 3 2019999 Agriculture, Agriculture Operations, and Related Sciences, O 1 3 2 2160904 Portuguese Language and Literature 1 3 3 2400601 Geology/Earth Science, General Yes 15 17 18 2450101 Social Sciences, General 0 2 2 2390301 Missions/Missionary Studies and Missiology 1 2 3 1422705 Personality Psychology Yes 0 2 2 1261103 Bioinformatics Yes 2 4 6 1513813 Clinical Nurse Specialist 3 4 9 1521601 Taxation 1 3 0 1450601 Economics, General 38 39 46 1260799 Zoology/Animal Biology, Other Yes 1 2 1 1010000 Agriculture, General 4 6 9 1261501 Neuroscience Yes 0 1 2 1512212 Behavioral Aspects of Health 0 1 2 1513816 Emergency Room/Trauma Nursing 0 1 2 1520901 Hospitality Administration/Management, General 0 1 2 1529999 Business, Management, Marketing, and Related Support Service 0 1 2 1261101 Biometry/Biometrics Yes 0 1 1 1511002 Cytotechnology/Cytotechnologist Yes 1 2 3 0150000 Engineering Technology, General Yes 32 33 16 0160999 Romance Languages, Literatures, and Linguistics, Other 4 4 0 0131305 English/Language Arts Teacher Education 2 2 2 0131318 Social Studies Teacher Education 0 0 0 0260701 Zoology/Animal Biology Yes 0 0 0 0520305 Accounting and Business/Management 0 0 0 0130601 Educational Evaluation and Research Yes 0 0 0 0260403 Anatomy Yes 0 0 0 0260806 Human/Medical Genetics Yes 0 0 0 0260910 Pathology/Experimental Pathology Yes 0 0 0 0430112 Securities Services Administration/Management 0 0 1 0512310 Vocational Rehabilitation Counseling/Counselor 0 0 0 0401001 Materials Science Yes 1 1 1 0260204 Molecular Biology Yes 0 0 1 0260401 Cell/Cellular Biology and Histology Yes 0 0 0 0159999 Engineering Technologies and Engineering-Related Fields, Other Yes 2 2 0 0260707 Animal Physiology Yes 0 0 0 0390701 Pastoral Studies/Counseling 0 0 0 0140301 Agricultural Engineering Yes 4 4 5 0512004 Medicinal and Pharmaceutical Chemistry Yes 0 0 0 0



AverageGraduates

510913 Athletic Training/Trainer 18 17 18 0050107 Latin American Studies 5 5 5 0161203 Latin Language and Literature 0 0 1 0260203 Biophysics Yes 0 0 0 0260902 Molecular Physiology Yes 1 0 0 -1131316 Science Teacher Education/General Science Teacher Education 1 0 0 -1260502 Microbiology, General Yes 1 0 1 -1260911 Oncology and Cancer Biology Yes 1 0 0 -1520208 E-Commerce/Electronic Commerce 1 0 0 -1310101 Parks, Recreation and Leisure Studies 2 1 0 -1160901 French Language and Literature 5 5 4 -1160104 Comparative Literature 1 0 0 -1260503 Medical Microbiology and Bacteriology Yes 3 2 1 -1422802 Community Psychology 4 3 3 -1142001 Metallurgical Engineering Yes 1 0 0 -1260301 Botany/Plant Biology Yes 1 0 0 -1130501 Educational/Instructional Technology Yes 16 15 23 -1150612 Industrial Technology/Technician Yes 7 6 8 -1010603 Ornamental Horticulture 1 0 0 -1131309 Technology Teacher Education/Industrial Arts Teacher Education 1 0 0 -1131322 Biology Teacher Education 1 0 0 -1400603 Geophysics and Seismology Yes 1 0 0 -1399999 Theology and Religious Vocations, Other 3 2 6 -1131327 Health Occupations Teacher Education 1 0 0 -1141301 Engineering Science Yes 8 7 9 -1131307 Health Teacher Education 2 0 0 -2090401 Journalism 15 13 10 -2131308 Family and Consumer Sciences/Home Economics Teacher Education 2 0 0 -2509999 Visual and Performing Arts, Other 2 0 0 -2260202 Biochemistry Yes 4 2 1 -2270101 Mathematics, General Yes 61 60 45 -2512299 Public Health, Other 4 2 6 -2440501 Public Policy Analysis, General 2 0 0 -2500799 Fine Arts and Art Studies, Other 2 0 0 -2143201 Polymer/Plastics Engineering Yes 3 0 0 -3010103 Agricultural Economics 8 5 5 -3131209 Kindergarten/Preschool Education and Teaching 3 0 0 -3500401 Design and Visual Communications, General 3 0 0 -3513101 Dietetics/Dietitian 3 0 0 -3500999 Music, Other 3 0 0 -3521299 Management Information Systems and Services, Other 3 0 0 -3010901 Animal Sciences, General Yes 5 1 0 -4512202 Environmental Health Yes 4 0 0 -4131306 Foreign Language Teacher Education 7 3 3 -4521201 Management Information Systems, General 4 0 0 -4011105 Plant Protection and Integrated Pest Management Yes 4 0 0 -4261301 Ecology Yes 4 0 0 -4451101 Sociology 24 20 20 -5131399 Teacher Education and Professional Development, Specific Sub 5 0 0 -5190501 Foods, Nutrition, and Wellness Studies, General 10 6 6 -5160905 Spanish Language and Literature 8 4 3 -5131102 College Student Counseling and Personnel Services 13 9 8 -5420101 Psychology, General 128 123 130 -5302301 Intercultural/Multicultural and Diversity Studies 5 0 5 -5500703 Art History, Criticism and Conservation 7 2 3 -5030103 Environmental Studies Yes 6 0 0 -6



AverageGraduates

190402 Consumer Economics 6 0 0 -6131210 Early Childhood Education and Teaching 10 4 11 -6011101 Plant Sciences, General Yes 7 0 0 -7380101 Philosophy 16 9 9 -7131301 Agricultural Teacher Education 7 0 0 -7510202 Audiology/Audiologist 8 0 0 -8040301 City/Urban, Community and Regional Planning 18 10 3 -9450201 Anthropology 21 11 7 -10110101 Computer and Information Sciences, General Yes 26 16 4 -10190701 Human Development and Family Studies, General 28 16 12 -12139999 Education, Other 12 0 0 -12140701 Chemical Engineering Yes 13 0 0 -13449999 Public Administration and Social Service Professions, Other 14 0 0 -14131319 Technical Teacher Education 15 0 0 -15500702 Fine/Studio Arts, General 16 0 0 -16520299 Business Administration, Management and Operations, Other 79 59 25 -20143501 Industrial Engineering Yes 20 0 0 -20521001 Human Resources Management/Personnel Administration, General 23 0 0 -23090101 Speech Communication and Rhetoric 23 0 0 -23141901 Mechanical Engineering Yes 48 23 10 -25131101 Counselor Education/School Counseling and Guidance Services 209 183 202 -27429999 Psychology, Other 28 0 0 -28513811 Public Health/Community Nurse/Nursing 28 0 0 -28521301 Management Science Yes 28 0 0 -28510204 Audiology/Audiologist and Speech-Language Pathology/Pathology 82 50 33 -31512308 Physical Therapy/Therapist 32 0 0 -32141001 Electrical and Electronics Engineering Yes 78 46 26 -33511699 Nursing, Other 34 0 0 -34131202 Elementary Education and Teaching 180 118 155 -62513808 Nursing Science 63 0 0 -63130499 Educational Administration and Supervision, Other 98 31 3 -67130401 Educational Leadership and Administration, General 712 603 638 -109130101 Education, General 601 460 293 -140

130301 Curriculum and Instruction 214 1,233 1,605 1,019130401 Educational Leadership and Administration, General 321 685 905 364513805 Family Practice Nurse/Nursing 1 7 9 6422805 School Psychology 1 7 9 5513801 Registered Nursing/Registered Nurse 1 4 6 3390602 Divinity/Ministry 1 3 5 2512306 Occupational Therapy/Therapist 4 6 2 2131304 Driver and Safety Teacher Education 0 0 0 0422806 Educational Psychology 0 0 0 0513817 Nursing Education 0 0 1 0511699 Nursing, Other 0 0 0 0420101 Psychology, General 0 0 0 0513813 Clinical Nurse Specialist 0 0 0 0131101 Counselor Education/School Counseling and Guidance Services 16 15 11 0513808 Nursing Science 1 0 0 -1130501 Educational/Instructional Technology Yes 6 5 0 -1130404 Educational, Instructional, and Curriculum Supervision 1 0 0 -1131299 Teacher Education and Professional Development, Specific Lev 8 5 14 -3130101 Education, General 34 3 0 -32130499 Educational Administration and Supervision, Other 529 0 0 -529




AverageGraduates

512308 Physical Therapy/Therapist 100 272 370 172380001 Philosophy and Religious Studies, General 8 110 143 102130401 Educational Leadership and Administration, General 83 158 181 75130499 Educational Administration and Supervision, Other 8 70 91 62512306 Occupational Therapy/Therapist 23 78 87 55513801 Registered Nursing/Registered Nurse 3 36 46 33130406 Higher Education/Higher Education Administration 17 47 61 30510202 Audiology/Audiologist 17 45 70 28400501 Chemistry, General Yes 30 57 72 27540101 History, General 11 36 43 25269999 Biological and Biomedical Sciences, Other Yes 14 38 45 25230101 English Language and Literature, General 19 41 51 22310505 Kinesiology and Exercise Science 3 25 32 22260101 Biology/Biological Sciences, General Yes 11 32 43 21090102 Mass Communication/Media Studies 6 26 35 20261501 Neuroscience Yes 7 24 33 17513818 Nursing Practice 2 17 22 16110701 Computer Science Yes 9 23 35 15260911 Oncology and Cancer Biology Yes 5 18 27 13422899 Clinical, Counseling and Applied Psychology, Other 1 13 17 12140801 Civil Engineering, General Yes 9 21 27 12390699 Theological and Ministerial Studies, Other 8 19 21 11513805 Family Practice Nurse/Nursing 1 12 15 11131001 Special Education and Teaching, General 5 15 21 10260406 Cell/Cellular and Molecular Biology Yes 6 16 26 10401001 Materials Science Yes 2 12 16 10131102 College Student Counseling and Personnel Services 1 11 14 9451001 Political Science and Government, General 7 16 19 9540105 Public/Applied History 1 10 14 9270101 Mathematics, General Yes 15 24 27 9380199 Philosophy, Other 1 9 12 8160905 Spanish Language and Literature 3 11 13 8131299 Teacher Education and Professional Development, Specific Lev 2 10 13 8513808 Nursing Science 29 37 56 8261103 Bioinformatics Yes 1 8 11 7420101 Psychology, General 51 58 57 7140701 Chemical Engineering Yes 8 14 18 6500901 Music, General 7 13 17 6142301 Nuclear Engineering Yes 4 9 10 6190701 Human Development and Family Studies, General 1 6 8 5519999 Health Professions and Related Clinical Sciences, Other 4 9 10 5260902 Molecular Physiology Yes 4 9 15 5030103 Environmental Studies Yes 1 6 8 5141001 Electrical and Electronics Engineering Yes 16 21 27 5260799 Zoology/Animal Biology, Other Yes 2 7 5 4520901 Hospitality Administration/Management, General 1 5 7 4143501 Industrial Engineering Yes 2 7 10 4260806 Human/Medical Genetics Yes 1 6 9 4513803 Adult Health Nurse/Nursing 1 5 7 4260202 Biochemistry Yes 14 18 16 4512212 Behavioral Aspects of Health 0 4 5 4010901 Animal Sciences, General Yes 3 6 6 3440701 Social Work 4 7 7 3400601 Geology/Earth Science, General Yes 4 7 10 3141801 Materials Engineering Yes 8 11 16 3

Doctor's degrees



AverageGraduates

513802 Nursing Administration 0 3 4 3513814 Critical Care Nursing 0 3 4 3142701 Systems Engineering Yes 1 4 6 3010000 Agriculture, General 2 5 8 3140101 Engineering, General Yes 12 15 21 3260210 Biochemistry and Molecular Biology Yes 0 3 3 2140901 Computer Engineering, General Yes 2 4 7 2520601 Business/Managerial Economics 4 6 6 2520201 Business Administration and Management, General 21 23 28 2512201 Public Health, General 0 2 3 2190501 Foods, Nutrition, and Wellness Studies, General 0 2 3 2160101 Foreign Languages and Literatures, General 3 5 5 2140501 Bioengineering and Biomedical Engineering Yes 9 11 13 1260910 Pathology/Experimental Pathology Yes 4 6 4 1261001 Pharmacology Yes 11 13 11 1513807 Nurse Midwife/Nursing Midwifery 0 2 2 1513810 Psychiatric/Mental Health Nurse/Nursing 0 2 2 1513813 Clinical Nurse Specialist 0 2 2 1140201 Aerospace, Aeronautical and Astronautical/Space Engineering Yes 1 3 3 1160900 Romance Languages, Literatures, and Linguistics, General 1 2 3 1261301 Ecology Yes 5 6 7 1380201 Religion/Religious Studies 13 14 14 1510204 Audiology/Audiologist and Speech-Language Pathology/Pathology 7 8 6 1030101 Natural Resources/Conservation, General Yes 2 3 6 1030199 Natural Resources Conservation and Research, Other Yes 0 1 1 1160901 French Language and Literature 1 2 1 1450701 Geography 3 4 5 1422802 Community Psychology 1 1 3 0131202 Elementary Education and Teaching 0 0 0 0131210 Early Childhood Education and Teaching 0 0 0 0390401 Religious Education 0 0 1 0513809 Pediatric Nurse/Nursing 0 0 1 0513899 Registered Nursing, Nursing Administration, Nursing Research 0 0 1 0131305 English/Language Arts Teacher Education 0 0 0 0131307 Health Teacher Education 0 0 0 0169999 Foreign Languages, Literatures, and Linguistics, Other 0 0 0 0130404 Educational, Instructional, and Curriculum Supervision 0 0 0 0131315 Reading Teacher Education 0 0 0 0521005 Human Resources Development 0 0 0 0142001 Metallurgical Engineering Yes 1 0 0 -1160104 Comparative Literature 1 0 0 -1400603 Geophysics and Seismology Yes 1 0 0 -1450601 Economics, General 8 7 9 -1260701 Zoology/Animal Biology Yes 1 0 0 -1160501 German Language and Literature 1 0 0 -1521301 Management Science Yes 1 0 0 -1011101 Plant Sciences, General Yes 1 0 0 -1140301 Agricultural Engineering Yes 1 0 0 -1110101 Computer and Information Sciences, General Yes 1 0 0 -1143201 Polymer/Plastics Engineering Yes 1 0 0 -1510701 Health/Health Care Administration/Management 1 0 0 -1521001 Human Resources Management/Personnel Administration, General 1 0 0 -1309999 Multi-/Interdisciplinary Studies, Other 3 2 1 -2260301 Botany/Plant Biology Yes 2 0 0 -2141401 Environmental/Environmental Health Engineering Yes 2 0 0 -2260204 Molecular Biology Yes 2 0 0 -2



AverageGraduates

440401 Public Administration 2 0 0 -2141301 Engineering Science Yes 2 0 0 -2011001 Food Science Yes 2 0 0 -2260102 Biomedical Sciences, General Yes 2 0 0 -2131101 Counselor Education/School Counseling and Guidance Services 2 0 1 -2260401 Cell/Cellular Biology and Histology Yes 2 0 0 -2260707 Animal Physiology Yes 2 0 0 -2130301 Curriculum and Instruction 28 25 26 -3422804 Industrial and Organizational Psychology 3 0 0 -3141901 Mechanical Engineering Yes 8 4 6 -3399999 Theology and Religious Vocations, Other 4 0 0 -4310501 Health and Physical Education/Fitness, General 7 3 2 -4260502 Microbiology, General Yes 4 0 2 -4451101 Sociology 7 3 2 -4260403 Anatomy Yes 6 2 3 -4090101 Speech Communication and Rhetoric 4 0 0 -4422806 Educational Psychology 13 8 1 -5422803 Counseling Psychology 8 3 2 -5450201 Anthropology 5 0 0 -5400801 Physics, General Yes 18 12 13 -6512004 Medicinal and Pharmaceutical Chemistry Yes 6 0 0 -6380101 Philosophy 11 3 0 -7390601 Theology/Theological Studies 11 2 0 -9260503 Medical Microbiology and Bacteriology Yes 11 0 0 -11190101 Family and Consumer Sciences/Human Sciences, General 11 0 0 -11139999 Education, Other 12 0 0 -12130101 Education, General 37 15 0 -21

512001 Pharmacy 143 422 532 280511901 Osteopathic Medicine/Osteopathy 11 139 180 129510401 Dentistry 125 145 156 21512308 Physical Therapy/Therapist 4 24 36 20512401 Veterinary Medicine 64 72 75 8511201 Medicine 389 396 398 7390401 Religious Education 0 0 0 0399999 Theology and Religious Vocations, Other 0 0 0 0220101 Law 479 479 480 0511701 Optometry 117 115 116 -2390602 Divinity/Ministry 128 3 4 -124

First-professional degrees and certificates

Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025

CIP Program STEM 2011 2025 2011 2025

010000 Agriculture, General 100.0% 100.0% 0.0% 0.0%010101 Agricultural Business and Management, General 83.8% 93.2% 16.2% 6.8%010102 Agribusiness/Agricultural Business Operations 100.0% 100.0% - -010103 Agricultural Economics 100.0% 100.0% - -010106 Agricultural Business Technology - - 0.0% 0.0%010199 Agricultural Business and Management, Other 100.0% 100.0% - -010507 Equestrian/Equine Studies - - 0.0% 100.0%010601 Applied Horticulture/Horticulture Operations, General 100.0% 100.0% - -010603 Ornamental Horticulture 100.0% 100.0% - -010605 Landscaping and Groundskeeping 100.0% 100.0% - -010607 Turf and Turfgrass Management 0.0% 100.0% - -010699 Applied Horticulture/Horticultural Business Services, Other 100.0% 100.0% - -010801 Agricultural and Extension Education Services 100.0% 100.0% - -010901 Animal Sciences, General Yes 99.2% 100.0% 0.8% 0.0%011001 Food Science Yes 100.0% 100.0% - -011101 Plant Sciences, General Yes 100.0% 100.0% - -011105 Plant Protection and Integrated Pest Management Yes 100.0% 0.0% - -011202 Soil Chemistry and Physics Yes 100.0% 100.0% - -019999 Agriculture, Agriculture Operations, and Related Sciences, Other 0.0% 100.0% - -

030101 Natural Resources/Conservation, General Yes 25.0% 19.4% 75.0% 80.6%030103 Environmental Studies Yes 46.4% 100.0% 53.6% 0.0%030104 Environmental Science Yes 76.5% 76.3% 23.5% 23.7%030199 Natural Resources Conservation and Research, Other Yes 0.0% 76.0% 0.0% 24.0%030201 Natural Resources Management and Policy 100.0% 100.0% - -030204 Natural Resource Economics 100.0% 100.0% - -030299 Natural Resources Management and Policy, Other - - 100.0% 100.0%030501 Forestry, General 100.0% 90.9% 0.0% 9.1%030502 Forest Sciences and Biology Yes - - 100.0% 0.0%030511 Forest Technology/Technician - - 0.0% 100.0%030599 Forestry, Other - - 0.0% 0.0%030601 Wildlife, Fish and Wildlands Science and Management Yes 91.7% 93.1% 8.3% 6.9%040201 Architecture 100.0% 100.0% 0.0% 0.0%040301 City/Urban, Community and Regional Planning 100.0% 100.0% - -040401 Environmental Design/Architecture 100.0% 100.0% - -050102 American/United States Studies/Civilization - - 100.0% 100.0%050103 Asian Studies/Civilization - - 100.0% 100.0%050104 East Asian Studies - - 100.0% 100.0%050106 European Studies/Civilization - - 100.0% 100.0%050107 Latin American Studies - - 100.0% 100.0%050110 Russian Studies - - 100.0% 100.0%050114 Western European Studies - - 0.0% 100.0%050122 Regional Studies (US., Canadian, Foreign) - - 0.0% 0.0%050199 Area Studies, Other - - 0.0% 0.0%050201 African-American/Black Studies 86.4% 86.0% 13.6% 14.0%050207 Women's Studies 55.2% 49.1% 44.8% 50.9%050299 Ethnic, Cultural Minority, Gender, and Group Studies, Other 95.8% 95.8% 4.2% 4.2%090100 Communication, General 74.9% 73.1% 25.1% 26.9%090101 Speech Communication and Rhetoric 63.2% 63.3% 36.8% 36.7%090102 Mass Communication/Media Studies 92.8% 93.6% 7.2% 6.4%090199 Communication and Media Studies, Other - - 100.0% 100.0%

Public PrivatePercentage Granted by


CIP Program STEM 2011 2025 2011 2025Public Private

Percentage Granted by

090401 Journalism 86.8% 86.3% 13.2% 13.7%090402 Broadcast Journalism - - 100.0% 0.0%090499 Journalism, Other 91.9% 0.0% 8.1% 0.0%090701 Radio and Television 73.4% 0.0% 26.6% 0.0%090702 Digital Communication and Media/Multimedia Yes - - 100.0% 100.0%090799 Radio, Television, and Digital Communication, Other - - 100.0% 100.0%090900 Public Relations, Advertising, and Applied Communication - - 0.0% 100.0%090901 Organizational Communication, General - - 100.0% 100.0%090902 Public Relations/Image Management 37.8% 37.8% 62.2% 62.2%090903 Advertising 79.3% 79.3% 20.7% 20.7%090907 International and Intercultural Communication - - 100.0% 100.0%090908 Technical and Scientific Communication - - 100.0% 100.0%090999 Public Relations, Advertising, and Applied Communication, Other - - 100.0% 100.0%

099999 Communication, Journalism, and Related Programs, Other 47.8% 47.8% 52.2% 52.2%100105 Communications Technology/Technician 98.8% 99.7% 1.2% 0.3%100201 Photographic and Film/Video Technology/Technician and Assistant 100.0% 100.0% - -

100202 Radio and Television Broadcasting Technology/Technician - - 0.0% 0.0%100203 Recording Arts Technology/Technician 9.5% 5.4% 90.5% 94.6%100304 Animation, Interactive Technology, Video Graphics and Special Effects Yes 68.0% 65.9% 32.0% 34.1%

100305 Graphic and Printing Equipment Operator, General Production 100.0% 100.0% - -

109999 Communications Technologies/Technicians and Support Services - - 0.0% 100.0%

110101 Computer and Information Sciences, General Yes 52.3% 65.5% 47.7% 34.5%110103 Information Technology Yes 35.6% 42.8% 64.4% 57.2%110199 Computer and Information Sciences, Other Yes 100.0% 62.5% 0.0% 37.5%110201 Computer Programming/Programmer, General Yes 11.1% 33.3% 88.9% 66.7%110202 Computer Programming, Specific Applications Yes 100.0% 100.0% - -110203 Computer Programming, Vendor/Product Certification Yes 0.0% 16.7% 0.0% 83.3%110301 Data Processing and Data Processing Technology/Technician Yes 47.9% 40.0% 52.1% 60.0%

110401 Information Science/Studies Yes 13.9% 2.9% 86.1% 97.1%110501 Computer Systems Analysis/Analyst Yes 88.9% 33.3% 11.1% 66.7%110601 Data Entry/Microcomputer Applications, General - - 100.0% 100.0%110699 Data Entry/Microcomputer Applications, Other - - 0.0% 100.0%110701 Computer Science Yes 72.3% 70.9% 27.7% 29.1%110801 Web Page, Digital/Multimedia and Information Resources Design Yes 22.2% 31.2% 77.8% 68.8%

110803 Computer Graphics Yes - - 0.0% 100.0%110899 Computer Software and Media Applications, Other Yes 0.0% 0.7% 100.0% 99.3%110901 Computer Systems Networking and Telecommunications Yes 23.8% 24.3% 76.2% 75.7%111001 Network and System Administration/Administrator Yes - - 100.0% 100.0%111002 System, Networking, and LAN/WAN Management/Manager Yes 0.0% 0.0% - -111003 Computer and Information Systems Security/Information Assurance Yes 6.7% 8.3% 93.3% 91.7%

111004 Web/Multimedia Management and Webmaster Yes 77.8% 75.8% 22.2% 24.2%111006 Computer Support Specialist Yes - - 100.0% 100.0%




111099 Computer/Information Technology Services Administration and Yes 100.0% 75.0% 0.0% 25.0%

119999 Computer and Information Sciences and Support Services, Other 58.7% 81.2% 41.3% 18.8%

120301 Funeral Service and Mortuary Science, General - - 100.0% 100.0%120401 Cosmetology/Cosmetologist, General 8.6% 8.4% 91.4% 91.6%120402 Barbering/Barber 9.8% 9.3% 90.2% 90.7%120406 Make-Up Artist/Specialist - - 0.0% 0.0%120407 Hair Styling/Stylist and Hair Design - - 0.0% 0.0%120409 Aesthetician/Esthetician and Skin Care Specialist 10.1% 9.8% 89.9% 90.2%120410 Nail Technician/Specialist and Manicurist - - 100.0% 100.0%120412 Salon/Beauty Salon Management/Manager - - 100.0% 100.0%120413 Cosmetology, Barber/Styling, and Nail Instructor 0.7% 1.0% 99.3% 99.0%120499 Cosmetology and Related Personal Grooming Arts, Other 18.5% 0.0% 81.5% 100.0%120500 Cooking and Related Culinary Arts, General 13.1% 6.4% 86.9% 93.6%120501 Baking and Pastry Arts/Baker/Pastry Chef - - 100.0% 100.0%120503 Culinary Arts/Chef Training 13.6% 15.4% 86.4% 84.6%120504 Restaurant, Culinary, and Catering Management/Manager - - 100.0% 100.0%120508 Institutional Food Workers 0.0% 0.0% - -129999 Personal and Culinary Services, Other - - 0.0% 0.0%130101 Education, General 57.6% 79.6% 42.4% 20.4%130201 Bilingual and Multilingual Education - - 0.0% 100.0%130301 Curriculum and Instruction 41.3% 33.5% 58.7% 66.5%130401 Educational Leadership and Administration, General 44.7% 43.4% 55.3% 56.6%130404 Educational, Instructional, and Curriculum Supervision - - 100.0% 100.0%130406 Higher Education/Higher Education Administration 19.1% 19.5% 80.9% 80.5%130407 Community College Education 100.0% 100.0% - -130408 Elementary and Middle School Administration/Principalship - - 100.0% 100.0%

130410 Urban Education and Leadership - - 100.0% 100.0%130499 Educational Administration and Supervision, Other - - 100.0% 100.0%130501 Educational/Instructional Technology Yes 82.4% 80.8% 17.6% 19.2%130601 Educational Evaluation and Research Yes - - 0.0% 0.0%130603 Educational Statistics and Research Methods Yes 100.0% 100.0% - -130701 International and Comparative Education - - 100.0% 100.0%131001 Special Education and Teaching, General 54.3% 50.5% 45.7% 49.5%131003 Education/Teaching of Individuals with Hearing Impairments Including

Deafness- - 100.0% 100.0%

131011 Education/Teaching of Individuals with Specific Learning Disabilities - - 0.0% 100.0%

131012 Education/Teaching of Individuals with Speech or Language Impairments

- - 0.0% 100.0%

131015 Education/Teaching of Individuals in Early Childhood Special Education Programs

- - 0.0% 0.0%

131099 Special Education and Teaching, Other - - 100.0% 100.0%131101 Counselor Education/School Counseling and Guidance Services 70.4% 70.6% 29.6% 29.4%

131102 College Student Counseling and Personnel Services 100.0% 100.0% - -131201 Adult and Continuing Education and Teaching - - 100.0% 100.0%131202 Elementary Education and Teaching 14.1% 11.3% 85.9% 88.7%




131203 Junior High/Intermediate/Middle School Education and Teaching 38.0% 37.5% 62.0% 62.5%

131205 Secondary Education and Teaching 35.2% 33.5% 64.8% 66.5%131206 Teacher Education, Multiple Levels 79.6% 78.7% 20.4% 21.3%131209 Kindergarten/Preschool Education and Teaching 60.2% 60.2% 39.8% 39.8%131210 Early Childhood Education and Teaching 55.6% 56.9% 44.4% 43.1%131299 Teacher Education and Professional Development, Specific Level 21.5% 26.1% 78.5% 73.9%

131301 Agricultural Teacher Education 100.0% 100.0% - -131302 Art Teacher Education 35.4% 26.5% 64.6% 73.5%131303 Business Teacher Education 87.9% 91.3% 12.1% 8.7%131304 Driver and Safety Teacher Education 0.0% 100.0% - -131305 English/Language Arts Teacher Education 29.6% 23.3% 70.4% 76.7%131306 Foreign Language Teacher Education 100.0% 100.0% - -131307 Health Teacher Education 87.0% 87.0% 13.0% 13.0%131308 Family and Consumer Sciences/Home Economics Teacher Education 0.0% 0.0% 100.0% 0.0%

131309 Technology Teacher Education/Industrial Arts Teacher Education 100.0% 100.0% 0.0% 0.0%

131310 Sales and Marketing Operations/Marketing and Distribution Teacher Education

0.0% 0.0% - -

131311 Mathematics Teacher Education 27.3% 30.1% 72.7% 69.9%131312 Music Teacher Education 21.8% 23.4% 78.2% 76.6%131314 Physical Education Teaching and Coaching 8.5% 8.5% 91.5% 91.5%131315 Reading Teacher Education 65.4% 66.5% 34.6% 33.5%131316 Science Teacher Education/General Science Teacher Education 36.4% 36.4% 63.6% 63.6%

131318 Social Studies Teacher Education 80.0% 0.0% 20.0% 0.0%131319 Technical Teacher Education 0.0% 0.0% - -131320 Trade and Industrial Teacher Education - - 0.0% 0.0%131321 Computer Teacher Education - - 100.0% 100.0%131322 Biology Teacher Education 15.2% 10.2% 84.8% 89.8%131323 Chemistry Teacher Education 0.0% 0.0% 0.0% 100.0%131324 Drama and Dance Teacher Education - - 100.0% 100.0%131325 French Language Teacher Education 0.0% 11.1% 0.0% 88.9%131326 German Language Teacher Education - - 0.0% 0.0%131327 Health Occupations Teacher Education - - 0.0% 0.0%131328 History Teacher Education 16.8% 16.7% 83.2% 83.3%131329 Physics Teacher Education - - 100.0% 100.0%131330 Spanish Language Teacher Education 11.1% 11.1% 88.9% 88.9%131331 Speech Teacher Education - - 100.0% 100.0%131332 Geography Teacher Education - - 0.0% 0.0%131335 Psychology Teacher Education - - 0.0% 0.0%131399 Teacher Education and Professional Development, Specific Subject 100.0% 0.0% 0.0% 0.0%

131401 Teaching English as a Second or Foreign Language/ESL Language Instructor

29.1% 23.2% 70.9% 76.8%

139999 Education, Other 2.9% 2.9% 97.1% 97.1%140101 Engineering, General Yes 76.0% 91.5% 24.0% 8.5%140201 Aerospace, Aeronautical and Astronautical/Space Engineering Yes 100.0% 100.0% - -




140301 Agricultural Engineering Yes 100.0% 100.0% - -140401 Architectural Engineering Yes 100.0% 100.0% - -140501 Bioengineering and Biomedical Engineering Yes 29.1% 32.6% 70.9% 67.4%140701 Chemical Engineering Yes 65.2% 63.5% 34.8% 36.5%140801 Civil Engineering, General Yes 77.3% 77.1% 22.7% 22.9%140901 Computer Engineering, General Yes 79.4% 100.0% 20.6% 0.0%141001 Electrical and Electronics Engineering Yes 74.4% 70.6% 25.6% 29.4%141099 Electrical, Electronics and Communications Engineering, Other Yes 100.0% 100.0% - -

141101 Engineering Mechanics Yes - - 0.0% 0.0%141201 Engineering Physics/Applied Physics Yes 50.0% 0.0% 50.0% 0.0%141301 Engineering Science Yes 34.9% 37.3% 65.1% 62.7%141401 Environmental/Environmental Health Engineering Yes 60.7% 68.8% 39.3% 31.3%141801 Materials Engineering Yes 80.4% 82.3% 19.6% 17.7%141901 Mechanical Engineering Yes 73.9% 73.1% 26.1% 26.9%142001 Metallurgical Engineering Yes 0.0% 0.0% - -142301 Nuclear Engineering Yes 100.0% 100.0% - -142701 Systems Engineering Yes 100.0% 100.0% - -143201 Polymer/Plastics Engineering Yes 0.0% 0.0% - -143501 Industrial Engineering Yes 100.0% 100.0% - -144201 Mechatronics, Robotics, and Automation Engineering Yes 100.0% 100.0% - -149999 Engineering, Other Yes 13.8% 13.8% 86.2% 86.2%150000 Engineering Technology, General Yes 74.3% 70.6% 25.7% 29.4%150101 Architectural Engineering Technology/Technician Yes 100.0% 100.0% - -150201 Civil Engineering Technology/Technician Yes 100.0% 0.0% - -150303 Electrical, Electronic and Communications Engineering

Technology/TechnicianYes 41.8% 44.9% 58.2% 55.1%

150399 Electrical and Electronic Engineering Technologies/Technicians, Other Yes 26.9% 0.0% 73.1% 100.0%

150401 Biomedical Technology/Technician Yes 100.0% 100.0% - -150403 Electromechanical Technology/Electromechanical Engineering

TechnologyYes 100.0% 100.0% - -

150405 Robotics Technology/Technician Yes 0.0% 0.0% - -150501 Heating, Ventilation, Air Conditioning and Refrigeration Engineering

Technology/TechnicianYes 22.8% 19.7% 77.2% 80.3%

150503 Energy Management and Systems Technology/Technician Yes 0.0% 0.0% - -150505 Solar Energy Technology/Technician Yes 100.0% 100.0% - -150507 Environmental Engineering Technology/Environmental Technology Yes 0.0% 0.0% - -

150607 Plastics and Polymer Engineering Technology/Technician Yes 100.0% 100.0% - -150612 Industrial Technology/Technician Yes 100.0% 100.0% - -150613 Manufacturing Engineering Technology/Technician Yes 100.0% 100.0% - -150699 Industrial Production Technologies/Technicians, Other Yes 100.0% 100.0% - -150701 Occupational Safety and Health Technology/Technician Yes 0.0% 0.0% - -150702 Quality Control Technology/Technician Yes 100.0% 100.0% - -150801 Aeronautical/Aerospace Engineering Technology/Technician Yes 100.0% 100.0% - -

150803 Automotive Engineering Technology/Technician Yes 0.0% 0.0% - -150805 Mechanical Engineering/Mechanical Technology/Technician Yes 100.0% 0.0% - -

151102 Surveying Technology/Surveying Yes 100.0% 100.0% - -




151201 Computer Engineering Technology/Technician Yes 100.0% 100.0% - -151202 Computer Technology/Computer Systems Technology Yes 37.4% 41.2% 62.6% 58.8%151301 Drafting and Design Technology/Technician, General Yes 92.5% 92.1% 7.5% 7.9%151302 CAD/CADD Drafting and/or Design Technology/Technician Yes - - 100.0% 100.0%151303 Architectural Drafting and Architectural CAD/CADD Yes 94.1% 93.1% 5.9% 6.9%151306 Mechanical Drafting and Mechanical Drafting CAD/CADD Yes 100.0% 100.0% - -151399 Drafting/Design Engineering Technologies/Technicians, Other Yes - - 0.0% 0.0%

151501 Engineering/Industrial Management Yes 92.6% 90.5% 7.4% 9.5%159999 Engineering Technologies and Engineering-Related Fields, Other Yes 100.0% 100.0% - -

160101 Foreign Languages and Literatures, General 90.9% 90.9% 9.1% 9.1%160102 Linguistics 25.0% 16.7% 75.0% 83.3%160104 Comparative Literature - - 100.0% 0.0%160402 Russian Language and Literature 33.3% 33.3% 66.7% 66.7%160501 German Language and Literature 33.0% 34.9% 67.0% 65.1%160900 Romance Languages, Literatures, and Linguistics, General 54.5% 57.1% 45.5% 42.9%160901 French Language and Literature 29.1% 28.2% 70.9% 71.8%160902 Italian Language and Literature 50.0% 50.0% 50.0% 50.0%160904 Portuguese Language and Literature - - 0.0% 100.0%160905 Spanish Language and Literature 32.4% 31.9% 67.6% 68.1%160999 Romance Languages, Literatures, and Linguistics, Other 0.0% 0.0% - -161103 Ancient Near Eastern and Biblical Languages, Literatures, and

Linguistics- - 100.0% 100.0%

161200 Classics and Classical Languages, Literatures, and Linguistics, General 27.9% 25.9% 72.1% 74.1%

161202 Ancient/Classical Greek Language and Literature - - 0.0% 0.0%161203 Latin Language and Literature - - 100.0% 100.0%161299 Classics and Classical Languages, Literatures, and Linguistics, Other - - 100.0% 100.0%

161601 American Sign Language (ASL) - - 100.0% 100.0%161603 Sign Language Interpretation and Translation 33.3% 0.0% 66.7% 100.0%169999 Foreign Languages, Literatures, and Linguistics, Other - - 0.0% 0.0%190000 Work and Family Studies - - 0.0% 0.0%190101 Family and Consumer Sciences/Human Sciences, General 98.7% 100.0% 1.3% 0.0%190203 Consumer Merchandising/Retailing Management - - 0.0% 100.0%190401 Family Resource Management Studies, General 100.0% 100.0% - -190402 Consumer Economics 91.7% 0.0% 8.3% 0.0%190403 Consumer Services and Advocacy - - 100.0% 100.0%190499 Family and Consumer Economics and Related Services, Other - - 0.0% 0.0%

190501 Foods, Nutrition, and Wellness Studies, General 88.4% 86.6% 11.6% 13.4%190505 Foodservice Systems Administration/Management 100.0% 100.0% 0.0% 0.0%190599 Foods, Nutrition, and Related Services, Other 0.0% 0.0% 0.0% 100.0%190601 Housing and Human Environments, General 73.3% 100.0% 26.7% 0.0%190701 Human Development and Family Studies, General 81.9% 80.1% 18.1% 19.9%190704 Family Systems 73.8% 0.0% 26.2% 0.0%190706 Child Development 82.2% 85.0% 17.8% 15.0%190708 Child Care and Support Services Management 100.0% 100.0% - -190709 Child Care Provider/Assistant - - 0.0% 100.0%




190799 Human Development, Family Studies, and Related Services, Other 100.0% 100.0% - -

190901 Apparel and Textiles, General 87.8% 87.8% 12.2% 12.2%220000 Legal Studies, General - - 100.0% 100.0%220001 Pre-Law Studies - - 100.0% 100.0%220101 Law 58.8% 58.8% 41.3% 41.3%220202 Programs for Foreign Lawyers - - 100.0% 100.0%220301 Legal Administrative Assistant/Secretary 100.0% 93.3% 0.0% 6.7%220302 Legal Assistant/Paralegal 49.6% 34.9% 50.4% 65.1%220303 Court Reporting/Court Reporter 100.0% 100.0% 0.0% 0.0%229999 Legal Professions and Studies, Other - - 0.0% 100.0%230101 English Language and Literature, General 59.4% 60.3% 40.6% 39.7%230401 English Composition - - 0.0% 0.0%231001 Speech and Rhetorical Studies 0.0% 0.0% 0.0% 0.0%231301 Writing, General - - 100.0% 100.0%231302 Creative Writing 43.3% 41.4% 56.7% 58.6%231303 Professional, Technical, Business, and Scientific Writing 37.5% 37.5% 62.5% 62.5%231304 Rhetoric and Composition 53.3% 53.3% 46.7% 46.7%239999 English Language and Literature/Letters, Other - - 0.0% 100.0%240101 Liberal Arts and Sciences/Liberal Studies 96.0% 95.2% 4.0% 4.8%240102 General Studies 83.9% 86.3% 16.1% 13.7%240103 Humanities/Humanistic Studies 26.7% 26.1% 73.3% 73.9%240199 Liberal Arts and Sciences, General Studies and Humanities, Other 86.0% 81.8% 14.0% 18.2%

250101 Library and Information Science 73.6% 73.6% 26.4% 26.4%250301 Library and Archives Assisting 0.0% 100.0% - -260101 Biology/Biological Sciences, General Yes 59.7% 59.3% 40.3% 40.7%260102 Biomedical Sciences, General Yes 25.0% 18.8% 75.0% 81.3%260202 Biochemistry Yes 43.1% 42.5% 56.9% 57.5%260203 Biophysics Yes - - 100.0% 100.0%260204 Molecular Biology Yes - - 100.0% 100.0%260209 Radiation Biology/Radiobiology Yes - - 0.0% 0.0%260210 Biochemistry and Molecular Biology Yes - - 100.0% 100.0%260301 Botany/Plant Biology Yes 0.0% 0.0% - -260401 Cell/Cellular Biology and Histology Yes - - 0.0% 0.0%260403 Anatomy Yes 0.0% 100.0% - -260406 Cell/Cellular and Molecular Biology Yes - - 100.0% 100.0%260499 Cell/Cellular Biology and Anatomical Sciences, Other Yes - - 0.0% 0.0%260502 Microbiology, General Yes - - 100.0% 100.0%260503 Medical Microbiology and Bacteriology Yes 60.0% 80.0% 40.0% 20.0%260701 Zoology/Animal Biology Yes 76.9% 76.9% 23.1% 23.1%260707 Animal Physiology Yes 0.0% 0.0% 0.0% 0.0%260799 Zoology/Animal Biology, Other Yes 0.0% 8.3% 0.0% 91.7%260806 Human/Medical Genetics Yes - - 100.0% 100.0%260902 Molecular Physiology Yes - - 100.0% 100.0%260910 Pathology/Experimental Pathology Yes 62.5% 62.5% 37.5% 37.5%260911 Oncology and Cancer Biology Yes - - 100.0% 100.0%261001 Pharmacology Yes 64.8% 79.5% 35.2% 20.5%261101 Biometry/Biometrics Yes - - 0.0% 100.0%261102 Biostatistics Yes 100.0% 33.3% 0.0% 66.7%261103 Bioinformatics Yes - - 100.0% 100.0%




261199 Biomathematics, Bioinformatics, and Computational Biology, Other Yes 100.0% 100.0% 0.0% 0.0%

261201 Biotechnology Yes 100.0% 100.0% - -261301 Ecology Yes 94.4% 80.0% 5.6% 20.0%261305 Environmental Biology Yes - - 100.0% 100.0%261307 Conservation Biology Yes - - 100.0% 100.0%261309 Epidemiology Yes 71.9% 59.8% 28.1% 40.2%261310 Ecology and Evolutionary Biology Yes - - 100.0% 100.0%261399 Ecology, Evolution, Systematics and Population Biology, Other Yes - - 0.0% 0.0%

261501 Neuroscience Yes - - 100.0% 100.0%269999 Biological and Biomedical Sciences, Other Yes 63.8% 69.3% 36.2% 30.7%270101 Mathematics, General Yes 49.3% 47.9% 50.7% 52.1%270301 Applied Mathematics, General Yes 55.6% 55.6% 44.4% 44.4%270501 Statistics, General Yes 100.0% 100.0% - -300101 Biological and Physical Sciences Yes 95.7% 95.7% 4.3% 4.3%300501 Peace Studies and Conflict Resolution - - 100.0% 100.0%300601 Systems Science and Theory Yes 100.0% 100.0% - -300801 Mathematics and Computer Science Yes - - 100.0% 100.0%301101 Gerontology 100.0% 100.0% - -301301 Medieval and Renaissance Studies 0.0% 0.0% 100.0% 0.0%301401 Museology/Museum Studies 100.0% 91.7% 0.0% 8.3%301501 Science, Technology and Society - - 100.0% 100.0%301701 Behavioral Sciences Yes - - 100.0% 100.0%301801 Natural Sciences Yes - - 0.0% 0.0%302001 International/Global Studies 29.6% 29.6% 70.4% 70.4%302201 Ancient Studies/Civilization - - 100.0% 100.0%302202 Classical, Ancient Mediterranean and Near Eastern Studies and

Archaeology- - 100.0% 100.0%

302301 Intercultural/Multicultural and Diversity Studies - - 0.0% 100.0%302501 Cognitive Science Yes - - 100.0% 100.0%303301 Sustainability Studies Yes - - 100.0% 100.0%309999 Multi-/Interdisciplinary Studies, Other 81.6% 81.6% 18.4% 18.4%310101 Parks, Recreation and Leisure Studies 0.0% 0.0% 100.0% 100.0%310301 Parks, Recreation and Leisure Facilities Management, General 97.7% 100.0% 2.3% 0.0%

310501 Health and Physical Education/Fitness, General 80.9% 79.2% 19.1% 20.8%310504 Sport and Fitness Administration/Management 65.3% 65.0% 34.7% 35.0%310505 Kinesiology and Exercise Science 77.7% 76.7% 22.3% 23.3%310507 Physical Fitness Technician - - 100.0% 100.0%310599 Health and Physical Education/Fitness, Other - - 0.0% 100.0%319999 Parks, Recreation, Leisure, and Fitness Studies, Other - - 100.0% 100.0%380001 Philosophy and Religious Studies, General - - 100.0% 100.0%380101 Philosophy 48.9% 47.4% 51.1% 52.6%380103 Ethics - - 100.0% 100.0%380199 Philosophy, Other - - 100.0% 100.0%380201 Religion/Religious Studies 4.7% 0.0% 95.3% 100.0%380203 Christian Studies - - 100.0% 100.0%380206 Jewish/Judaic Studies - - 100.0% 100.0%380299 Religion/Religious Studies, Other - - 100.0% 100.0%389999 Philosophy and Religious Studies, Other 21.7% 21.7% 78.3% 78.3%




390201 Bible/Biblical Studies - - 100.0% 100.0%390301 Missions/Missionary Studies and Missiology - - 100.0% 100.0%390401 Religious Education - - 100.0% 100.0%390501 Religious/Sacred Music - - 100.0% 100.0%390601 Theology/Theological Studies - - 100.0% 100.0%390602 Divinity/Ministry - - 100.0% 100.0%390604 Pre-Theology/Pre-Ministerial Studies - - 100.0% 100.0%390699 Theological and Ministerial Studies, Other - - 100.0% 100.0%390701 Pastoral Studies/Counseling - - 100.0% 100.0%390702 Youth Ministry - - 100.0% 100.0%390704 Women's Ministry - - 100.0% 100.0%390705 Lay Ministry - - 100.0% 100.0%390799 Pastoral Counseling and Specialized Ministries, Other - - 100.0% 100.0%399999 Theology and Religious Vocations, Other - - 100.0% 100.0%400101 Physical Sciences Yes - - 100.0% 0.0%400501 Chemistry, General Yes 63.2% 63.5% 36.8% 36.5%400508 Chemical Physics Yes - - 0.0% 0.0%400599 Chemistry, Other Yes - - 100.0% 100.0%400601 Geology/Earth Science, General Yes 85.7% 86.2% 14.3% 13.8%400603 Geophysics and Seismology Yes 0.0% 0.0% - -400801 Physics, General Yes 45.5% 45.1% 54.5% 54.9%400802 Atomic/Molecular Physics Yes - - 0.0% 0.0%400899 Physics, Other Yes - - 0.0% 100.0%401001 Materials Science Yes - - 100.0% 100.0%410101 Biology Technician/Biotechnology Laboratory Technician Yes - - 0.0% 0.0%410301 Chemical Technology/Technician Yes 100.0% 100.0% - -419999 Science Technologies/Technicians, Other Yes 100.0% 100.0% 0.0% 0.0%420101 Psychology, General 64.9% 64.5% 35.1% 35.5%422701 Cognitive Psychology and Psycholinguistics Yes - - 0.0% 0.0%422703 Developmental and Child Psychology Yes - - 100.0% 100.0%422705 Personality Psychology Yes - - 0.0% 100.0%422706 Physiological Psychology/Psychobiology Yes - - 100.0% 100.0%422801 Clinical Psychology - - 100.0% 100.0%422802 Community Psychology - - 100.0% 100.0%422803 Counseling Psychology 4.1% 0.8% 95.9% 99.2%422804 Industrial and Organizational Psychology 89.9% 89.5% 10.1% 10.5%422805 School Psychology 38.7% 43.4% 61.3% 56.6%422806 Educational Psychology 90.1% 97.8% 9.9% 2.2%422899 Clinical, Counseling and Applied Psychology, Other - - 100.0% 100.0%429999 Psychology, Other - - 100.0% 0.0%430103 Criminal Justice/Law Enforcement Administration 56.0% 53.5% 44.0% 46.5%430104 Criminal Justice/Safety Studies - - 100.0% 100.0%430106 Forensic Science and Technology Yes 100.0% 80.0% 0.0% 20.0%430107 Criminal Justice/Police Science 99.8% 99.9% 0.2% 0.1%430109 Security and Loss Prevention Services 0.0% 0.0% - -430112 Securities Services Administration/Management 0.0% 85.7% 0.0% 14.3%430199 Corrections and Criminal Justice, Other - - 100.0% 100.0%430203 Fire Science/Fire-fighting 100.0% 100.0% - -439999 Homeland Security, Law Enforcement, Firefighting and Related 100.0% 100.0% - -

440000 Human Services, General 37.2% 37.3% 62.8% 62.7%




440201 Community Organization and Advocacy 67.7% 27.9% 32.3% 72.1%440401 Public Administration 55.3% 55.1% 44.7% 44.9%440501 Public Policy Analysis, General - - 100.0% 100.0%440502 Education Policy Analysis - - 100.0% 100.0%440701 Social Work 76.4% 76.1% 23.6% 23.9%449999 Public Administration and Social Service Professions, Other 68.8% 64.8% 31.3% 35.2%450101 Social Sciences, General 2.5% 2.5% 97.5% 97.5%450201 Anthropology 67.9% 66.5% 32.1% 33.5%450299 Anthropology, Other - - 0.0% 100.0%450301 Archeology Yes - - 100.0% 100.0%450401 Criminology - - 0.0% 0.0%450601 Economics, General 30.9% 31.0% 69.1% 69.0%450604 Development Economics and International Development - - 100.0% 100.0%450605 International Economics - - 100.0% 100.0%450699 Economics, Other - - 100.0% 0.0%450701 Geography 100.0% 100.0% - -450702 Geographic Information Science and Cartography Yes 100.0% 100.0% - -450799 Geography, Other 0.0% 100.0% - -450901 International Relations and Affairs 48.1% 48.1% 51.9% 51.9%451001 Political Science and Government, General 64.1% 64.1% 35.9% 35.9%451002 American Government and Politics (United States) 100.0% 100.0% - -451099 Political Science and Government, Other - - 100.0% 100.0%451101 Sociology 70.6% 70.7% 29.4% 29.3%451201 Urban Studies/Affairs 30.0% 30.0% 70.0% 70.0%459999 Social Sciences, Other 57.5% 0.0% 42.5% 0.0%460101 Mason/Masonry 100.0% 100.0% - -460301 Electrical and Power Transmission Installation/Installer, General 0.0% 100.0% - -

460302 Electrician 66.5% 64.8% 33.5% 35.2%460401 Building/Property Maintenance 100.0% 97.0% 0.0% 3.0%460415 Building Construction Technology 100.0% 100.0% - -460499 Building/Construction Finishing, Management, and Inspection, 0.0% 0.0% - -

460502 Pipefitting/Pipefitter and Sprinkler Fitter 100.0% 100.0% - -460503 Plumbing Technology/Plumber 0.0% 100.0% - -469999 Construction Trades, Other 100.0% 100.0% - -470000 Mechanics and Repairers, General 100.0% 100.0% - -470101 Electrical/Electronics Equipment Installation and Repair, General 100.0% 100.0% - -

470103 Communications Systems Installation and Repair Technology - - 0.0% 0.0%

470104 Computer Installation and Repair Technology/Technician 98.1% 98.2% 1.9% 1.8%470105 Industrial Electronics Technology/Technician 100.0% 100.0% - -470110 Security System Installation, Repair, and Inspection

Technology/Technician- - 100.0% 100.0%

470201 Heating, Air Conditioning, Ventilation and Refrigeration Maintenance Technology/Technician

67.6% 66.0% 32.4% 34.0%

470302 Heavy Equipment Maintenance Technology/Technician 100.0% 100.0% 0.0% 0.0%470303 Industrial Mechanics and Maintenance Technology 100.0% 100.0% - -470399 Heavy/Industrial Equipment Maintenance Technologies, Other 58.3% 31.8% 41.7% 68.2%




470403 Locksmithing and Safe Repair 0.0% 0.0% - -470603 Autobody/Collision and Repair Technology/Technician 29.1% 27.7% 70.9% 72.3%470604 Automobile/Automotive Mechanics Technology/Technician 31.3% 35.3% 68.7% 64.7%470605 Diesel Mechanics Technology/Technician 33.6% 35.9% 66.4% 64.1%470607 Airframe Mechanics and Aircraft Maintenance Technology/Technician 34.2% 31.4% 65.8% 68.6%

470608 Aircraft Powerplant Technology/Technician 52.2% 58.3% 47.8% 41.7%470609 Avionics Maintenance Technology/Technician 20.3% 57.4% 79.7% 42.6%470611 Motorcycle Maintenance and Repair Technology/Technician 100.0% 100.0% - -

470613 Medium/Heavy Vehicle and Truck Technology/Technician - - 0.0% 0.0%470614 Alternative Fuel Vehicle Technology/Technician - - 0.0% 0.0%470615 Engine Machinist - - 0.0% 100.0%470699 Vehicle Maintenance and Repair Technologies, Other - - 0.0% 0.0%479999 Mechanic and Repair Technologies/Technicians, Other 100.0% 100.0% 0.0% 0.0%480501 Machine Tool Technology/Machinist 96.4% 96.0% 3.6% 4.0%480503 Machine Shop Technology/Assistant 100.0% 100.0% - -480507 Tool and Die Technology/Technician 100.0% 100.0% - -480508 Welding Technology/Welder 90.5% 90.5% 9.5% 9.5%489999 Precision Production, Other 0.0% 0.0% - -490101 Aeronautics/Aviation/Aerospace Science and Technology, General Yes 100.0% 100.0% - -

490104 Aviation/Airway Management and Operations 100.0% 100.0% - -490205 Truck and Bus Driver/Commercial Vehicle Operator and Instructor 100.0% 0.0% - -

500101 Visual and Performing Arts, General 46.5% 46.5% 53.5% 53.5%500102 Digital Arts - - 100.0% 100.0%500401 Design and Visual Communications, General 6.4% 6.4% 93.6% 93.6%500402 Commercial and Advertising Art 69.3% 88.9% 30.7% 11.1%500406 Commercial Photography 14.7% 10.3% 85.3% 89.7%500408 Interior Design 54.8% 55.7% 45.2% 44.3%500409 Graphic Design - - 100.0% 100.0%500410 Illustration - - 100.0% 100.0%500501 Drama and Dramatics/Theatre Arts, General 76.0% 77.3% 24.0% 22.7%500502 Technical Theatre/Theatre Design and Technology - - 100.0% 100.0%500506 Acting 96.5% 98.4% 3.5% 1.6%500507 Directing and Theatrical Production - - 100.0% 100.0%500599 Dramatic/Theatre Arts and Stagecraft, Other - - 100.0% 100.0%500601 Film/Cinema/Video Studies 63.6% 54.6% 36.4% 45.4%500602 Cinematography and Film/Video Production 7.6% 0.0% 92.4% 100.0%500605 Photography 20.9% 23.8% 79.1% 76.2%500699 Film/Video and Photographic Arts, Other - - 100.0% 100.0%500701 Art/Art Studies, General 71.9% 72.0% 28.1% 28.0%500702 Fine/Studio Arts, General 37.1% 36.3% 62.9% 63.7%500703 Art History, Criticism and Conservation 46.8% 45.9% 53.2% 54.1%500706 Intermedia/Multimedia - - 100.0% 100.0%500708 Painting - - 100.0% 100.0%500799 Fine Arts and Art Studies, Other - - 100.0% 0.0%500901 Music, General 74.3% 74.1% 25.7% 25.9%500902 Music History, Literature, and Theory - - 0.0% 0.0%500903 Music Performance, General 5.2% 5.0% 94.8% 95.0%




500904 Music Theory and Composition - - 100.0% 100.0%500907 Keyboard Instruments - - 100.0% 100.0%500908 Voice and Opera - - 100.0% 100.0%500911 Stringed Instruments - - 100.0% 100.0%500912 Music Pedagogy 25.0% 18.2% 75.0% 81.8%500913 Music Technology 75.0% 85.2% 25.0% 14.8%500914 Brass Instruments - - 100.0% 100.0%500915 Woodwind Instruments - - 100.0% 100.0%500916 Percussion Instruments - - 100.0% 100.0%500999 Music, Other 36.0% 36.1% 64.0% 63.9%501003 Music Management 53.7% 53.5% 46.3% 46.5%501004 Theatre/Theatre Arts Management - - 0.0% 100.0%509999 Visual and Performing Arts, Other 0.0% 0.0% 0.0% 0.0%510000 Health Services/Allied Health/Health Sciences, General - - 0.0% 100.0%510201 Communication Sciences and Disorders, General - - 0.0% 100.0%510202 Audiology/Audiologist 73.6% 68.9% 26.4% 31.1%510203 Speech-Language Pathology/Pathologist 80.8% 75.5% 19.2% 24.5%510204 Audiology/Audiologist and Speech-Language Pathology/Pathologist 76.4% 78.5% 23.6% 21.5%

510299 Communication Disorders Sciences and Services, Other - - 0.0% 0.0%510401 Dentistry 75.9% 75.9% 24.1% 24.1%510501 Dental Clinical Sciences, General 100.0% 100.0% - -510601 Dental Assisting/Assistant 27.1% 30.5% 72.9% 69.5%510602 Dental Hygiene/Hygienist 84.6% 86.8% 15.4% 13.2%510603 Dental Laboratory Technology/Technician 100.0% 100.0% - -510701 Health/Health Care Administration/Management 47.4% 51.6% 52.6% 48.4%510702 Hospital and Health Care Facilities Administration/Management 31.0% 18.3% 69.0% 81.7%

510703 Health Unit Coordinator/Ward Clerk 0.0% 0.0% - -510705 Medical Office Management/Administration - - 100.0% 100.0%510706 Health Information/Medical Records Administration/Administrator 87.2% 97.4% 12.8% 2.6%

510707 Health Information/Medical Records Technology/Technician 38.4% 41.2% 61.6% 58.8%

510708 Medical Transcription/Transcriptionist 56.8% 29.6% 43.2% 70.4%510710 Medical Office Assistant/Specialist 18.8% 23.0% 81.2% 77.0%510712 Medical Reception/Receptionist - - 0.0% 100.0%510713 Medical Insurance Coding Specialist/Coder 4.6% 4.0% 95.4% 96.0%510714 Medical Insurance Specialist/Medical Biller 0.0% 2.9% 100.0% 97.1%510715 Health/Medical Claims Examiner - - 100.0% 100.0%510716 Medical Administrative/Executive Assistant and Medical Secretary 0.0% 0.0% 100.0% 100.0%

510799 Health and Medical Administrative Services, Other 5.5% 10.4% 94.5% 89.6%510801 Medical/Clinical Assistant 1.8% 2.0% 98.2% 98.0%510802 Clinical/Medical Laboratory Assistant 100.0% 92.9% 0.0% 7.1%510803 Occupational Therapist Assistant 83.8% 83.8% 16.2% 16.2%510805 Pharmacy Technician/Assistant 24.5% 24.7% 75.5% 75.3%510806 Physical Therapy Technician/Assistant 87.5% 87.5% 12.5% 12.5%510808 Veterinary/Animal Health Technology/Technician and Veterinary

Assistant79.7% 85.4% 20.3% 14.6%

510812 Respiratory Therapy Technician/Assistant - - 100.0% 100.0%




510899 Allied Health and Medical Assisting Services, Other 100.0% 87.7% 0.0% 12.3%510901 Cardiovascular Technology/Technologist 100.0% 100.0% - -510904 Emergency Medical Technology/Technician (EMT Paramedic) 100.0% 100.0% - -

510905 Nuclear Medical Technology/Technologist 58.7% 78.3% 41.3% 21.7%510907 Medical Radiologic Technology/Science - Radiation Therapist 65.4% 25.3% 34.6% 74.7%

510908 Respiratory Care Therapy/Therapist 63.4% 83.1% 36.6% 16.9%510909 Surgical Technology/Technologist 25.7% 29.7% 74.3% 70.3%510910 Diagnostic Medical Sonography/Sonographer and Ultrasound

Technician58.8% 100.0% 41.2% 0.0%

510911 Radiologic Technology/Science - Radiographer - - 100.0% 100.0%510912 Physician Assistant - - 100.0% 100.0%510913 Athletic Training/Trainer 44.5% 44.6% 55.5% 55.4%510916 Radiation Protection/Health Physics Technician - - 100.0% 100.0%510917 Polysomnography 100.0% 100.0% - -510999 Allied Health Diagnostic, Intervention, and Treatment Professional 30.8% 30.8% 69.2% 69.2%

511001 Blood Bank Technology Specialist 100.0% 100.0% - -511002 Cytotechnology/Cytotechnologist Yes 100.0% 100.0% - -511004 Clinical/Medical Laboratory Technician 65.7% 65.7% 34.3% 34.3%511005 Clinical Laboratory Science/Medical Technology/Technologist Yes 73.6% 73.6% 26.4% 26.4%

511009 Phlebotomy Technician/Phlebotomist 48.5% 51.1% 51.5% 48.9%511012 Sterile Processing Technology/Technician - - 100.0% 100.0%511099 Clinical/Medical Laboratory Science and Allied Professions, Other 100.0% 0.0% - -

511101 Pre-Dentistry Studies - - 0.0% 0.0%511102 Pre-Medicine/Pre-Medical Studies - - 100.0% 100.0%511103 Pre-Pharmacy Studies - - 100.0% 100.0%511104 Pre-Veterinary Studies - - 0.0% 0.0%511105 Pre-Nursing Studies - - 100.0% 100.0%511109 Pre-Physical Therapy Studies - - 100.0% 100.0%511199 Health/Medical Preparatory Programs, Other 22.7% 22.7% 77.3% 77.3%511201 Medicine 66.7% 66.7% 33.3% 33.3%511401 Medical Scientist Yes - - 100.0% 100.0%511501 Substance Abuse/Addiction Counseling 54.7% 51.8% 45.3% 48.2%511503 Clinical/Medical Social Work - - 0.0% 0.0%511505 Marriage and Family Therapy/Counseling - - 100.0% 100.0%511508 Mental Health Counseling/Counselor - - 100.0% 100.0%511699 Nursing, Other 0.0% 0.0% 0.0% 0.0%511701 Optometry - - 100.0% 100.0%511801 Opticianry/Ophthalmic Dispensing Optician 100.0% 100.0% - -511803 Ophthalmic Technician/Technologist 100.0% 100.0% - -511901 Osteopathic Medicine/Osteopathy - - 100.0% 100.0%512001 Pharmacy 100.0% 100.0% - -512004 Medicinal and Pharmaceutical Chemistry Yes 100.0% 0.0% - -512099 Pharmacy, Pharmaceutical Sciences, and Administration, Other - - 0.0% 0.0%

512201 Public Health, General 72.3% 66.5% 27.7% 33.5%512202 Environmental Health Yes 100.0% 100.0% - -




512205 Health/Medical Physics Yes - - 100.0% 100.0%512206 Occupational Health and Industrial Hygiene 0.0% 0.0% - -512207 Public Health Education and Promotion - - 0.0% 0.0%512211 Health Services Administration - - 100.0% 100.0%512212 Behavioral Aspects of Health 100.0% 100.0% - -512299 Public Health, Other 100.0% 100.0% - -512301 Art Therapy/Therapist - - 0.0% 0.0%512305 Music Therapy/Therapist 0.0% 0.0% - -512306 Occupational Therapy/Therapist 38.1% 30.9% 61.9% 69.1%512308 Physical Therapy/Therapist 76.8% 79.8% 23.2% 20.2%512310 Vocational Rehabilitation Counseling/Counselor 0.0% 0.0% - -512399 Rehabilitation and Therapeutic Professions, Other - - 0.0% 0.0%512401 Veterinary Medicine 100.0% 100.0% - -512501 Veterinary Sciences/Veterinary Clinical Sciences, General - - 100.0% 100.0%512601 Health Aide - - 100.0% 100.0%512602 Home Health Aide/Home Attendant - - 0.0% 0.0%512699 Health Aides/Attendants/Orderlies, Other 100.0% 100.0% - -512706 Medical Informatics Yes 0.0% 100.0% - -513101 Dietetics/Dietitian 75.9% 90.2% 24.1% 9.8%513102 Clinical Nutrition/Nutritionist 100.0% 100.0% - -513104 Dietitian Assistant 100.0% 100.0% - -513199 Dietetics and Clinical Nutrition Services, Other 0.0% 50.0% 0.0% 50.0%513501 Massage Therapy/Therapeutic Massage 4.5% 4.9% 95.5% 95.1%513801 Registered Nursing/Registered Nurse 67.1% 67.7% 32.9% 32.3%513802 Nursing Administration - - 100.0% 100.0%513803 Adult Health Nurse/Nursing 1.3% 2.3% 98.7% 97.7%513804 Nurse Anesthetist 1.1% 1.5% 98.9% 98.5%513805 Family Practice Nurse/Nursing 8.7% 11.3% 91.3% 88.7%513806 Maternal/Child Health and Neonatal Nurse/Nursing - - 100.0% 100.0%513807 Nurse Midwife/Nursing Midwifery - - 100.0% 100.0%513808 Nursing Science 68.6% 91.2% 31.4% 8.8%513809 Pediatric Nurse/Nursing - - 100.0% 100.0%513810 Psychiatric/Mental Health Nurse/Nursing 4.3% 3.4% 95.7% 96.6%513811 Public Health/Community Nurse/Nursing - - 0.0% 0.0%513813 Clinical Nurse Specialist - - 100.0% 100.0%513814 Critical Care Nursing - - 100.0% 100.0%513816 Emergency Room/Trauma Nursing - - 100.0% 100.0%513817 Nursing Education - - 100.0% 100.0%513818 Nursing Practice - - 100.0% 100.0%513820 Clinical Nurse Leader - - 100.0% 100.0%513899 Registered Nursing, Nursing Administration, Nursing Research and

Clinical Nursing, Other4.3% 6.5% 95.7% 93.5%

513901 Licensed Practical/Vocational Nurse Training 99.2% 99.2% 0.8% 0.8%513902 Nursing Assistant/Aide and Patient Care Assistant/Aide 100.0% 100.0% - -513999 Practical Nursing, Vocational Nursing and Nursing Assistants, Other 0.0% 71.7% 0.0% 28.3%

519999 Health Professions and Related Clinical Sciences, Other 76.6% 76.1% 23.4% 23.9%520101 Business/Commerce, General 38.9% 40.7% 61.1% 59.3%520201 Business Administration and Management, General 47.0% 47.7% 53.0% 52.3%520203 Logistics, Materials, and Supply Chain Management 99.6% 99.8% 0.4% 0.2%520204 Office Management and Supervision 60.2% 0.0% 39.8% 0.0%




520205 Operations Management and Supervision 50.0% 58.1% 50.0% 41.9%520206 Non-Profit/Public/Organizational Management 54.8% 55.3% 45.2% 44.7%520208 E-Commerce/Electronic Commerce - - 100.0% 100.0%520209 Transportation/Mobility Management 100.0% 100.0% - -520213 Organizational Leadership - - 100.0% 100.0%520299 Business Administration, Management and Operations, Other 21.5% 41.0% 78.5% 59.0%

520301 Accounting 63.7% 61.2% 36.3% 38.8%520302 Accounting Technology/Technician and Bookkeeping 81.3% 69.7% 18.7% 30.3%520304 Accounting and Finance - - 100.0% 100.0%520305 Accounting and Business/Management - - 100.0% 100.0%520399 Accounting and Related Services, Other 92.4% 97.2% 7.6% 2.8%520401 Administrative Assistant and Secretarial Science, General 79.3% 80.4% 20.7% 19.6%520402 Executive Assistant/Executive Secretary - - 0.0% 0.0%520407 Business/Office Automation/Technology/Data Entry 99.4% 99.6% 0.6% 0.4%520408 General Office Occupations and Clerical Services 0.0% 0.0% 100.0% 100.0%520499 Business Operations Support and Secretarial Services, Other 99.9% 99.8% 0.1% 0.2%

520501 Business/Corporate Communications - - 100.0% 100.0%520601 Business/Managerial Economics 70.1% 89.5% 29.9% 10.5%520701 Entrepreneurship/Entrepreneurial Studies 72.1% 68.0% 27.9% 32.0%520703 Small Business Administration/Management - - 0.0% 100.0%520799 Entrepreneurial and Small Business Operations, Other - - 100.0% 100.0%520801 Finance, General 74.6% 65.9% 25.4% 34.1%520803 Banking and Financial Support Services - - 100.0% 100.0%520807 Investments and Securities - - 100.0% 100.0%520809 Credit Management - - 0.0% 100.0%520901 Hospitality Administration/Management, General 100.0% 100.0% 0.0% 0.0%520904 Hotel/Motel Administration/Management 97.0% 98.4% 3.0% 1.6%520905 Restaurant/Food Services Management 0.0% 0.0% - -520909 Hotel, Motel, and Restaurant Management 100.0% 100.0% - -520999 Hospitality Administration/Management, Other 0.0% 100.0% - -521001 Human Resources Management/Personnel Administration, General 26.0% 30.2% 74.0% 69.8%

521003 Organizational Behavior Studies - - 100.0% 100.0%521005 Human Resources Development - - 100.0% 100.0%521099 Human Resources Management and Services, Other - - 0.0% 100.0%521101 International Business/Trade/Commerce 49.0% 53.8% 51.0% 46.2%521201 Management Information Systems, General 82.1% 100.0% 17.9% 0.0%521206 Information Resources Management - - 0.0% 100.0%521207 Knowledge Management 100.0% 100.0% - -521299 Management Information Systems and Services, Other 0.0% 100.0% 0.0% 0.0%521301 Management Science Yes 0.2% 0.0% 99.8% 0.0%521302 Business Statistics Yes 100.0% 100.0% - -521304 Actuarial Science Yes - - 0.0% 0.0%521401 Marketing/Marketing Management, General 72.9% 68.7% 27.1% 31.3%521499 Marketing, Other - - 100.0% 100.0%521501 Real Estate 0.0% 0.0% 0.0% 0.0%521601 Taxation 0.0% 0.0% - -521701 Insurance 0.0% 0.0% - -521801 Sales, Distribution, and Marketing Operations, General 50.0% 50.0% 50.0% 50.0%




521804 Selling Skills and Sales Operations 100.0% 0.0% - -521902 Fashion Merchandising 2.4% 2.7% 97.6% 97.3%521904 Apparel and Accessories Marketing Operations - - 100.0% 100.0%521905 Tourism and Travel Services Marketing Operations - - 0.0% 0.0%521909 Special Products Marketing Operations 0.0% 0.0% - -522001 Construction Management 56.4% 56.4% 43.6% 43.6%529999 Business, Management, Marketing, and Related Support Service 90.7% 82.8% 9.3% 17.2%

540101 History, General 51.9% 51.5% 48.1% 48.5%540102 American History (United States) - - 0.0% 0.0%540103 European History - - 0.0% 100.0%540105 Public/Applied History 100.0% 100.0% - -540199 History, Other 28.6% 45.3% 71.4% 54.7%

Appendix 4: Award Categories Projected to Produce No Graduates in 2025

CIP Program STEM 2000-12 2012-25

390602 Divinity/Ministry 125 0390401 Religious Education 0 0399999 Theology and Religious Vocations, Other 0 0

130101 Education, General 37 15139999 Education, Other 12 0190101 Family and Consumer Sciences/Human Sciences, General 11 0390601 Theology/Theological Studies 11 2260503 Medical Microbiology and Bacteriology Yes 11 0380101 Philosophy 11 3512004 Medicinal and Pharmaceutical Chemistry Yes 6 0450201 Anthropology 5 0090101 Speech Communication and Rhetoric 4 0399999 Theology and Religious Vocations, Other 4 0422804 Industrial and Organizational Psychology 3 0260401 Cell/Cellular Biology and Histology Yes 2 0260707 Animal Physiology Yes 2 0260102 Biomedical Sciences, General Yes 2 0011001 Food Science Yes 2 0141301 Engineering Science Yes 2 0141401 Environmental/Environmental Health Engineering Yes 2 0260204 Molecular Biology Yes 2 0440401 Public Administration 2 0260301 Botany/Plant Biology Yes 2 0143201 Polymer/Plastics Engineering Yes 1 0510701 Health/Health Care Administration/Management 1 0521001 Human Resources Management/Personnel Administration, General 1 0110101 Computer and Information Sciences, General Yes 1 0140301 Agricultural Engineering Yes 1 0011101 Plant Sciences, General Yes 1 0160501 German Language and Literature 1 0521301 Management Science Yes 1 0260701 Zoology/Animal Biology Yes 1 0142001 Metallurgical Engineering Yes 1 0160104 Comparative Literature 1 0400603 Geophysics and Seismology Yes 1 0131315 Reading Teacher Education 0 0521005 Human Resources Development 0 0130404 Educational, Instructional, and Curriculum Supervision 0 0131305 English/Language Arts Teacher Education 0 0131307 Health Teacher Education 0 0169999 Foreign Languages, Literatures, and Linguistics, Other 0 0131202 Elementary Education and Teaching 0 0131210 Early Childhood Education and Teaching 0 0

Average GraduatesPer Academic Year

First-professional degrees

Doctor's degrees




130499 Educational Administration and Supervision, Other 529 0130101 Education, General 34 3130501 Educational/Instructional Technology Yes 6 5130404 Educational, Instructional, and Curriculum Supervision 1 0513808 Nursing Science 1 0420101 Psychology, General 0 0513813 Clinical Nurse Specialist 0 0511699 Nursing, Other 0 0131304 Driver and Safety Teacher Education 0 0422806 Educational Psychology 0 0

513808 Nursing Science 63 0511699 Nursing, Other 34 0512308 Physical Therapy/Therapist 32 0521301 Management Science Yes 28 0513811 Public Health/Community Nurse/Nursing 28 0429999 Psychology, Other 28 0090101 Speech Communication and Rhetoric 23 0521001 Human Resources Management/Personnel Administration, General 23 0143501 Industrial Engineering Yes 20 0500702 Fine/Studio Arts, General 16 0131319 Technical Teacher Education 15 0449999 Public Administration and Social Service Professions, Other 14 0140701 Chemical Engineering Yes 13 0139999 Education, Other 12 0510202 Audiology/Audiologist 8 0131301 Agricultural Teacher Education 7 0011101 Plant Sciences, General Yes 7 0190402 Consumer Economics 6 0030103 Environmental Studies Yes 6 0010901 Animal Sciences, General Yes 5 1131399 Teacher Education and Professional Development, Specific Sub 5 0011105 Plant Protection and Integrated Pest Management Yes 4 0261301 Ecology Yes 4 0521201 Management Information Systems, General 4 0160999 Romance Languages, Literatures, and Linguistics, Other 4 4512202 Environmental Health Yes 4 0500999 Music, Other 3 0521299 Management Information Systems and Services, Other 3 0131209 Kindergarten/Preschool Education and Teaching 3 0500401 Design and Visual Communications, General 3 0513101 Dietetics/Dietitian 3 0143201 Polymer/Plastics Engineering Yes 3 0500799 Fine Arts and Art Studies, Other 2 0440501 Public Policy Analysis, General 2 0159999 Engineering Technologies and Engineering-Related Fields, Oth Yes 2 2509999 Visual and Performing Arts, Other 2 0


Master's degrees




131308 Family and Consumer Sciences/Home Economics Teacher Education 2 0310101 Parks, Recreation and Leisure Studies 2 1131307 Health Teacher Education 2 0131327 Health Occupations Teacher Education 1 0521601 Taxation 1 3010603 Ornamental Horticulture 1 0131309 Technology Teacher Education/Industrial Arts Teacher Education 1 0131322 Biology Teacher Education 1 0400603 Geophysics and Seismology Yes 1 0142001 Metallurgical Engineering Yes 1 0260301 Botany/Plant Biology Yes 1 0160104 Comparative Literature 1 0131316 Science Teacher Education/General Science Teacher Education 1 0260911 Oncology and Cancer Biology Yes 1 0520208 E-Commerce/Electronic Commerce 1 0260902 Molecular Physiology Yes 1 0260203 Biophysics Yes 0 0512004 Medicinal and Pharmaceutical Chemistry Yes 0 0260707 Animal Physiology Yes 0 0390701 Pastoral Studies/Counseling 0 0260401 Cell/Cellular Biology and Histology Yes 0 0130601 Educational Evaluation and Research Yes 0 0260403 Anatomy Yes 0 0260806 Human/Medical Genetics Yes 0 0260910 Pathology/Experimental Pathology Yes 0 0512310 Vocational Rehabilitation Counseling/Counselor 0 0131318 Social Studies Teacher Education 0 0260701 Zoology/Animal Biology Yes 0 0520305 Accounting and Business/Management 0 0

220302 Legal Assistant/Paralegal 19 0131206 Teacher Education, Multiple Levels 4 0520201 Business Administration and Management, General 3 0131101 Counselor Education/School Counseling and Guidance Services 3 4500602 Cinematography and Film/Video Production 2 0400601 Geology/Earth Science, General Yes 1 0130101 Education, General 0 0131311 Mathematics Teacher Education 0 0500409 Graphic Design 0 0511699 Nursing, Other 0 0040301 City/Urban, Community and Regional Planning 0 0301301 Medieval and Renaissance Studies 0 0440701 Social Work 0 0

521201 Management Information Systems, General 219 82190101 Family and Consumer Sciences/Human Sciences, General 211 25380201 Religion/Religious Studies 123 26520206 Non-Profit/Public/Organizational Management 96 2


Bachelor's degrees




140101 Engineering, General Yes 80 8521301 Management Science Yes 73 0190402 Consumer Economics 68 13140901 Computer Engineering, General Yes 59 25310301 Parks, Recreation and Leisure Facilities Management, General 57 25429999 Psychology, Other 56 7130101 Education, General 53 0090701 Radio and Television 50 0520204 Office Management and Supervision 46 0500402 Commercial and Advertising Art 42 0090499 Journalism, Other 41 0231001 Speech and Rhetorical Studies 40 0459999 Social Sciences, Other 37 8390401 Religious Education 35 0190704 Family Systems 33 0512308 Physical Therapy/Therapist 28 0131299 Teacher Education and Professional Development, Specific Lev 24 12512306 Occupational Therapy/Therapist 24 0131319 Technical Teacher Education 23 0511699 Nursing, Other 23 0440201 Community Organization and Advocacy 23 0030103 Environmental Studies Yes 22 0131303 Business Teacher Education 21 0399999 Theology and Religious Vocations, Other 21 0513802 Nursing Administration 19 0090402 Broadcast Journalism 18 0131318 Social Studies Teacher Education 17 2520205 Operations Management and Supervision 16 0400101 Physical Sciences Yes 14 0510905 Nuclear Medical Technology/Technologist 11 5151102 Surveying Technology/Surveying Yes 11 2512202 Environmental Health Yes 11 0151201 Computer Engineering Technology/Technician Yes 10 0390699 Theological and Ministerial Studies, Other 10 0510204 Audiology/Audiologist and Speech-Language Pathology/Pathologist 10 0510910 Diagnostic Medical Sonography/Sonographer and Ultrasound Technician 10 0260499 Cell/Cellular Biology and Anatomical Sciences, Other Yes 8 0513808 Nursing Science 8 0529999 Business, Management, Marketing, and Related Support Service 8 5521804 Selling Skills and Sales Operations 7 0520401 Administrative Assistant and Secretarial Science, General 7 0513101 Dietetics/Dietitian 7 0520803 Banking and Financial Support Services 7 0500902 Music History, Literature, and Theory 6 0510999 Allied Health Diagnostic, Intervention, and Treatment Profes 6 0422701 Cognitive Psychology and Psycholinguistics Yes 6 2131399 Teacher Education and Professional Development, Specific Sub 6 0521501 Real Estate 5 0521499 Marketing, Other 5 0




510000 Health Services/Allied Health/Health Sciences, General 4 0131309 Technology Teacher Education/Industrial Arts Teacher Education 4 0260503 Medical Microbiology and Bacteriology Yes 4 0150507 Environmental Engineering Technology/Environmental Technology Yes 4 0450699 Economics, Other 4 1500799 Fine Arts and Art Studies, Other 4 0141101 Engineering Mechanics Yes 3 0230401 English Composition 3 0261399 Ecology, Evolution, Systematics and Population Biology, Other Yes 3 0190000 Work and Family Studies 3 0190601 Housing and Human Environments, General 3 0511002 Cytotechnology/Cytotechnologist Yes 3 0521099 Human Resources Management and Services, Other 3 0030502 Forest Sciences and Biology Yes 2 0150101 Architectural Engineering Technology/Technician Yes 2 0030599 Forestry, Other 2 0050199 Area Studies, Other 2 0511004 Clinical/Medical Laboratory Technician 2 0141201 Engineering Physics/Applied Physics Yes 2 0131308 Family and Consumer Sciences/Home Economics Teacher Education 2 0520901 Hospitality Administration/Management, General 2 0050122 Regional Studies (US., Canadian, Foreign) 1 0450401 Criminology 1 0511104 Pre-Veterinary Studies 1 0131332 Geography Teacher Education 1 0260210 Biochemistry and Molecular Biology Yes 1 0521701 Insurance 1 0160104 Comparative Literature 1 0509999 Visual and Performing Arts, Other 1 0131335 Psychology Teacher Education 1 0521304 Actuarial Science Yes 1 0512399 Rehabilitation and Therapeutic Professions, Other 1 0149999 Engineering, Other Yes 1 0511503 Clinical/Medical Social Work 1 0131310 Sales and Marketing Operations/Marketing and Distribution Teacher Education 0 0190505 Foodservice Systems Administration/Management 0 0301301 Medieval and Renaissance Studies 0 0131306 Foreign Language Teacher Education 0 0419999 Science Technologies/Technicians, Other Yes 0 0131323 Chemistry Teacher Education 0 0260301 Botany/Plant Biology Yes 0 0301801 Natural Sciences Yes 0 0470103 Communications Systems Installation and Repair Technology 0 0512301 Art Therapy/Therapist 0 0131326 German Language Teacher Education 0 0190499 Family and Consumer Economics and Related Services, Other 0 0131015 Education/Teaching of Individuals in Early Childhood Special Education Programs 0 0150805 Mechanical Engineering/Mechanical Technology/Technician Yes 0 0161202 Ancient/Classical Greek Language and Literature 0 0




510299 Communication Disorders Sciences and Services, Other 0 0512305 Music Therapy/Therapist 0 0261199 Biomathematics, Bioinformatics, and Computational Biology, Other Yes 0 0400508 Chemical Physics Yes 0 0400802 Atomic/Molecular Physics Yes 0 0410101 Biology Technician/Biotechnology Laboratory Technician Yes 0 0422801 Clinical Psychology 0 0510912 Physician Assistant 0 0511101 Pre-Dentistry Studies 0 0512207 Public Health Education and Promotion 0 0540102 American History (United States) 0 0

513801 Registered Nursing/Registered Nurse 16 0479999 Mechanic and Repair Technologies/Technicians, Other 6 0220303 Court Reporting/Court Reporter 3 0510799 Health and Medical Administrative Services, Other 3 0150399 Electrical and Electronic Engineering Technologies/Technicians, Other Yes 3 0119999 Computer and Information Sciences and Support Services, Othe 3 0151399 Drafting/Design Engineering Technologies/Technicians, Other Yes 2 0529999 Business, Management, Marketing, and Related Support Service 2 0510602 Dental Hygiene/Hygienist 2 0521201 Management Information Systems, General 2 0150803 Automotive Engineering Technology/Technician Yes 1 0390604 Pre-Theology/Pre-Ministerial Studies 1 0480508 Welding Technology/Welder 1 0511005 Clinical Laboratory Science/Medical Technology/Technologist Yes 1 0470609 Avionics Maintenance Technology/Technician 0 0460101 Mason/Masonry 0 0390601 Theology/Theological Studies 0 0

521201 Management Information Systems, General 186 0520302 Accounting Technology/Technician and Bookkeeping 86 10510909 Surgical Technology/Technologist 86 0513501 Massage Therapy/Therapeutic Massage 85 0110103 Information Technology Yes 84 0510911 Radiologic Technology/Science - Radiographer 65 0470604 Automobile/Automotive Mechanics Technology/Technician 49 0151301 Drafting and Design Technology/Technician, General Yes 49 0110801 Web Page, Digital/Multimedia and Information Resources Design Yes 41 0119999 Computer and Information Sciences and Support Services, Othe 34 0510714 Medical Insurance Specialist/Medical Biller 26 0150805 Mechanical Engineering/Mechanical Technology/Technician Yes 23 0151201 Computer Engineering Technology/Technician Yes 22 0529999 Business, Management, Marketing, and Related Support Service 20 0110401 Information Science/Studies Yes 20 6110701 Computer Science Yes 19 0110201 Computer Programming/Programmer, General Yes 15 0510716 Medical Administrative/Executive Assistant and Medical Secretary 14 0


Associate's degrees




150201 Civil Engineering Technology/Technician Yes 12 4510706 Health Information/Medical Records Administration/Administrator 11 0161603 Sign Language Interpretation and Translation 11 5500602 Cinematography and Film/Video Production 10 4010603 Ornamental Horticulture 9 0470101 Electrical/Electronics Equipment Installation and Repair, General 8 0520204 Office Management and Supervision 8 0111003 Computer and Information Systems Security/Information Assurance Yes 7 0151399 Drafting/Design Engineering Technologies/Technicians, Other Yes 7 0521801 Sales, Distribution, and Marketing Operations, General 7 0010000 Agriculture, General 6 0150403 Electromechanical Technology/Electromechanical Engineering Technology Yes 5 0260209 Radiation Biology/Radiobiology Yes 5 0520905 Restaurant/Food Services Management 5 0511105 Pre-Nursing Studies 4 0410301 Chemical Technology/Technician Yes 4 0470303 Industrial Mechanics and Maintenance Technology 3 0479999 Mechanic and Repair Technologies/Technicians, Other 3 0520208 E-Commerce/Electronic Commerce 3 0110199 Computer and Information Sciences, Other Yes 2 0470699 Vehicle Maintenance and Repair Technologies, Other 2 0480503 Machine Shop Technology/Assistant 2 0510203 Speech-Language Pathology/Pathologist 2 0131205 Secondary Education and Teaching 2 0480508 Welding Technology/Welder 2 0511102 Pre-Medicine/Pre-Medical Studies 2 0511103 Pre-Pharmacy Studies 2 0500702 Fine/Studio Arts, General 2 0150507 Environmental Engineering Technology/Environmental Technology Yes 1 0500901 Music, General 1 0520402 Executive Assistant/Executive Secretary 1 0521905 Tourism and Travel Services Marketing Operations 1 0090701 Radio and Television 1 0111002 System, Networking, and LAN/WAN Management/Manager Yes 1 0389999 Philosophy and Religious Studies, Other 1 0390601 Theology/Theological Studies 1 0420101 Psychology, General 1 0511199 Health/Medical Preparatory Programs, Other 1 0511699 Nursing, Other 1 0520901 Hospitality Administration/Management, General 1 0090101 Speech Communication and Rhetoric 1 0150503 Energy Management and Systems Technology/Technician Yes 1 0310501 Health and Physical Education/Fitness, General 1 0390604 Pre-Theology/Pre-Ministerial Studies 1 0150701 Occupational Safety and Health Technology/Technician Yes 1 0220001 Pre-Law Studies 1 0470302 Heavy Equipment Maintenance Technology/Technician 1 0511104 Pre-Veterinary Studies 1 0010901 Animal Sciences, General Yes 0 0




150405 Robotics Technology/Technician Yes 0 0230101 English Language and Literature, General 0 0520206 Non-Profit/Public/Organizational Management 0 0100202 Radio and Television Broadcasting Technology/Technician 0 0150401 Biomedical Technology/Technician Yes 0 0511101 Pre-Dentistry Studies 0 0099999 Communication, Journalism, and Related Programs, Other 0 0390699 Theological and Ministerial Studies, Other 0 0510912 Physician Assistant 0 0010106 Agricultural Business Technology 0 0149999 Engineering, Other Yes 0 0159999 Engineering Technologies and Engineering-Related Fields, Oth Yes 0 0310505 Kinesiology and Exercise Science 0 0390701 Pastoral Studies/Counseling 0 0451101 Sociology 0 0540101 History, General 0 0040201 Architecture 0 0090499 Journalism, Other 0 0131312 Music Teacher Education 0 0190901 Apparel and Textiles, General 0 0390301 Missions/Missionary Studies and Missiology 0 0400501 Chemistry, General Yes 0 0450601 Economics, General 0 0470615 Engine Machinist 0 0480507 Tool and Die Technology/Technician 0 0510913 Athletic Training/Trainer 0 0520399 Accounting and Related Services, Other 0 0

470603 Autobody/Collision and Repair Technology/Technician 270 0520407 Business/Office Automation/Technology/Data Entry 162 18480503 Machine Shop Technology/Assistant 139 0470605 Diesel Mechanics Technology/Technician 86 0470105 Industrial Electronics Technology/Technician 74 0470608 Aircraft Powerplant Technology/Technician 54 0470399 Heavy/Industrial Equipment Maintenance Technologies, Other 50 0460499 Building/Construction Finishing, Management, and Inspection, 37 0120413 Cosmetology, Barber/Styling, and Nail Instructor 29 0490205 Truck and Bus Driver/Commercial Vehicle Operator and Instructor 26 6110501 Computer Systems Analysis/Analyst Yes 23 0470699 Vehicle Maintenance and Repair Technologies, Other 23 0470614 Alternative Fuel Vehicle Technology/Technician 20 0129999 Personal and Culinary Services, Other 19 0479999 Mechanic and Repair Technologies/Technicians, Other 16 0470302 Heavy Equipment Maintenance Technology/Technician 15 0151306 Mechanical Drafting and Mechanical Drafting CAD/CADD Yes 15 0220302 Legal Assistant/Paralegal 14 0520408 General Office Occupations and Clerical Services 12 8511699 Nursing, Other 11 0110301 Data Processing and Data Processing Technology/Technician Yes 11 6





510910 Diagnostic Medical Sonography/Sonographer and Ultrasound Technician 9 2150399 Electrical and Electronic Engineering Technologies/Technicians, Other Yes 8 0520101 Business/Commerce, General 5 0119999 Computer and Information Sciences and Support Services, Othe 5 0510706 Health Information/Medical Records Administration/Administrator 4 0520301 Accounting 3 0150803 Automotive Engineering Technology/Technician Yes 3 1513902 Nursing Assistant/Aide and Patient Care Assistant/Aide 3 0520399 Accounting and Related Services, Other 3 0390201 Bible/Biblical Studies 2 0120407 Hair Styling/Stylist and Hair Design 1 0120301 Funeral Service and Mortuary Science, General 1 0150612 Industrial Technology/Technician Yes 1 0131202 Elementary Education and Teaching 1 0240101 Liberal Arts and Sciences/Liberal Studies 1 1110201 Computer Programming/Programmer, General Yes 1 0110699 Data Entry/Microcomputer Applications, Other 1 0150405 Robotics Technology/Technician Yes 1 0470613 Medium/Heavy Vehicle and Truck Technology/Technician 1 0111002 System, Networking, and LAN/WAN Management/Manager Yes 1 0090701 Radio and Television 1 0111099 Computer/Information Technology Services Administration and Yes 0 0150613 Manufacturing Engineering Technology/Technician Yes 0 0220301 Legal Administrative Assistant/Secretary 0 0500101 Visual and Performing Arts, General 0 0520701 Entrepreneurship/Entrepreneurial Studies 0 0470403 Locksmithing and Safe Repair 0 0260209 Radiation Biology/Radiobiology Yes 0 0390601 Theology/Theological Studies 0 0430107 Criminal Justice/Police Science 0 0521299 Management Information Systems and Services, Other 0 0231303 Professional, Technical, Business, and Scientific Writing 0 0390702 Youth Ministry 0 0430104 Criminal Justice/Safety Studies 0 0489999 Precision Production, Other 0 0509999 Visual and Performing Arts, Other 0 0512099 Pharmacy, Pharmaceutical Sciences, and Administration, Other 0 0519999 Health Professions and Related Clinical Sciences, Other 0 0

490205 Truck and Bus Driver/Commercial Vehicle Operator and Instructor 279 69512602 Home Health Aide/Home Attendant 94 0511099 Clinical/Medical Laboratory Science and Allied Professions, Other 72 11120499 Cosmetology and Related Personal Grooming Arts, Other 63 0480503 Machine Shop Technology/Assistant 55 0470607 Airframe Mechanics and Aircraft Maintenance Technology/Technician 48 0510716 Medical Administrative/Executive Assistant and Medical Secretary 42 0120406 Make-Up Artist/Specialist 42 0151301 Drafting and Design Technology/Technician, General Yes 40 0521501 Real Estate 29 0





529999 Business, Management, Marketing, and Related Support Service 27 0510708 Medical Transcription/Transcriptionist 25 3520401 Administrative Assistant and Secretarial Science, General 21 0511699 Nursing, Other 20 0430203 Fire Science/Fire-fighting 20 6190799 Human Development, Family Studies, and Related Services, Oth 16 0520204 Office Management and Supervision 16 0470399 Heavy/Industrial Equipment Maintenance Technologies, Other 15 0110501 Computer Systems Analysis/Analyst Yes 14 0500605 Photography 10 0520408 General Office Occupations and Clerical Services 9 0521299 Management Information Systems and Services, Other 8 5150399 Electrical and Electronic Engineering Technologies/Technicians, Other Yes 7 0510908 Respiratory Care Therapy/Therapist 5 0520203 Logistics, Materials, and Supply Chain Management 4 0510703 Health Unit Coordinator/Ward Clerk 3 0010605 Landscaping and Groundskeeping 3 0110801 Web Page, Digital/Multimedia and Information Resources Design Yes 3 0150803 Automotive Engineering Technology/Technician Yes 2 0120407 Hair Styling/Stylist and Hair Design 2 0150405 Robotics Technology/Technician Yes 2 0510799 Health and Medical Administrative Services, Other 2 2111099 Computer/Information Technology Services Administration and Yes 1 0380203 Christian Studies 1 0129999 Personal and Culinary Services, Other 1 0521909 Special Products Marketing Operations 1 0520801 Finance, General 1 0470302 Heavy Equipment Maintenance Technology/Technician 1 0100305 Graphic and Printing Equipment Operator, General Production 1 0190599 Foods, Nutrition, and Related Services, Other 1 0460301 Electrical and Power Transmission Installation/Installer, General 1 0521801 Sales, Distribution, and Marketing Operations, General 0 0150507 Environmental Engineering Technology/Environmental Technology Yes 0 0150613 Manufacturing Engineering Technology/Technician Yes 0 0390604 Pre-Theology/Pre-Ministerial Studies 0 0430109 Security and Loss Prevention Services 0 0231303 Professional, Technical, Business, and Scientific Writing 0 0131320 Trade and Industrial Teacher Education 0 0150699 Industrial Production Technologies/Technicians, Other Yes 0 0449999 Public Administration and Social Service Professions, Other 0 0512206 Occupational Health and Industrial Hygiene 0 0010601 Applied Horticulture/Horticulture Operations, General 0 0110203 Computer Programming, Vendor/Product Certification Yes 0 0120508 Institutional Food Workers 0 0500409 Graphic Design 0 0520208 E-Commerce/Electronic Commerce 0 0

Career Path: 1.1 Food Products and Processing Systems

SUPPLY

DEMAND

CIP Program 2000-12 2025 2012-25STEMAverage Graduates

010000 Agriculture, GeneralAssociate's degrees 1 0 0Bachelor's degrees 35 39 35Master's degrees 1 2 1Doctor's degrees 1 2 1

38 43 37

010199 Agricultural Business and Management, OtherBachelor's degrees 6 2 3

6 2 3

010901 Animal Sciences, GeneralAssociate's degrees 0 0 0YesBachelor's degrees 22 28 25YesMaster's degrees 1 0 0YesDoctor's degrees 1 2 2Yes

24 30 27

011001 Food ScienceBachelor's degrees 5 10 9YesMaster's degrees 3 6 5YesDoctor's degrees 1 0 0Yes

9 16 14

011101 Plant Sciences, GeneralBachelor's degrees 14 26 23YesMaster's degrees 2 0 0YesDoctor's degrees 0 0 0Yes

16 26 23

SOC Occupation Average Annual Openings, 2012-25

Bachelor's degree191012 Food Scientists and Technologists 10

Associate's degree194011 Agricultural and Food Science Technicians 15

High school diploma or equivalent451011 First-Line Supervisors of Farming, Fishing, and Forestry Workers 35

Less than high school452041 Graders and Sorters, Agricultural Products 25

Less than high school513022 Meat, Poultry, & Fish Cutters and Trimmers 140

Less than high school513091 Food & Tobacco Roasting, Baking, & Drying Machine 15

High school diploma or equivalent513092 Food Batchmakers 45

High school diploma or equivalent513093 Food Cooking Machine Operators & Tenders 30

3151.1 TOTAL DEMAND

93 117 1041.1 TOTAL SUPPLY

Supply apportioned by number of career paths Page 1 of 220

Career Path: 1.1 Food Products and Processing Systems

SUPPLY: 104DEMAND: 315

Demand minus Supply: 211Supply to Demand Ratio: 0.33

Demand minus Supply: -79Supply to Demand Ratio: 4.16

Supply (Assoc or higher) / Demand (requires Assoc or higher)

104SUPPLY :25DEMAND:


Career Path: 1.2 Plant Systems

SUPPLY

DEMAND



38 43 37

010605 Landscaping and GroundskeepingAwards of less than 1 academic year 1 0 0Awards of at least 1 but less than 2 academic years 1 7 5

2 7 5

010607 Turf and Turfgrass ManagementAwards of less than 1 academic year 0 0 0

0 0 0

010699 Applied Horticulture/Horticultural Business Services, OtherAssociate's degrees 2 10 7

2 10 7


16 26 23

011105 Plant Protection and Integrated Pest ManagementMaster's degrees 1 0 0Yes

1 0 0

011202 Soil Chemistry and PhysicsBachelor's degrees 4 36 27YesMaster's degrees 1 6 3Yes

5 42 30

019999 Agriculture, Agriculture Operations, and Related Sciences, OBachelor's degrees 6 15 22Master's degrees 1 2 3

7 17 25

410101 Biology Technician/Biotechnology Laboratory TechnicianBachelor's degrees 0 0 0Yes

0 0 0


Bachelor's degree191013 Soil and Plant Scientists 10

Bachelor's degree194021 Biological Technicians 35



Career Path: 1.2 Plant Systems





High school diploma or equivalent373012 Pesticide Handlers, Sprayers, and Applicators, Vegetation 25

High school diploma or equivalent373013 Tree Trimmers & Pruners 100

1701.2 TOTAL DEMAND



Career Path: 1.3 Animal Systems

SUPPLY

DEMAND



Demand minus Supply: -64Supply to Demand Ratio: -




38 43 37


24 30 27


Doctoral or professional degree191011 Animal Scientists 0

High school diploma or equivalent319096 Veterinary Assistants & Lab Animal Caretakers 45

Less than high school392021 Nonfarm Animal Caretakers 145

High school diploma or equivalent452021 Animal Breeders 20

Less than high school452093 Farmworkers, Farm, Ranch, & Aquacultural Animals 75

2851.3 TOTAL DEMAND


64SUPPLY :0DEMAND:


Career Path: 1.4 Power, Structural & Technical Systems

SUPPLY

DEMAND

SUPPLY: 5DEMAND: 95





140301 Agricultural EngineeringBachelor's degrees 2 4 4YesMaster's degrees 1 2 1YesDoctor's degrees 0 0 0Yes

3 6 5


Bachelor's degree172021 Agricultural Engineers 0

Less than high school452091 Agricultural Equipment Operators 65

High school diploma or equivalent493041 Farm Equipment Mechanics and Service Technicians 30

951.4 TOTAL DEMAND


5SUPPLY :0DEMAND:


Career Path: 1.5 Natural Resources Systems

SUPPLY


030101 Natural Resources/Conservation, GeneralBachelor's degrees 3 8 8YesDoctor's degrees 1 2 1Yes

4 10 9

030199 Natural Resources Conservation and Research, OtherBachelor's degrees 2 5 8YesMaster's degrees 1 2 3YesDoctor's degrees 0 1 1Yes

3 8 12

030201 Natural Resources Management and PolicyBachelor's degrees 9 12 12

9 12 12

030501 Forestry, GeneralAssociate's degrees 0 0 0Bachelor's degrees 5 1 2Master's degrees 2 3 3

7 4 5

030502 Forest Sciences and BiologyBachelor's degrees 1 0 0Yes

1 0 0

030511 Forest Technology/TechnicianAssociate's degrees 1 2 2

1 2 2

030599 Forestry, OtherBachelor's degrees 1 0 0

1 0 0

030601 Wildlife, Fish and Wildlands Science and ManagementBachelor's degrees 12 10 10YesMaster's degrees 2 4 4Yes

14 14 14

141201 Engineering Physics/Applied PhysicsBachelor's degrees 1 0 0Yes

1 0 0

260101 Biology/Biological Sciences, GeneralAssociate's degrees 0 1 0YesBachelor's degrees 325 530 457YesMaster's degrees 19 25 24YesDoctor's degrees 4 14 11Yes

348 570 492



260202 BiochemistryBachelor's degrees 10 44 34YesMaster's degrees 1 0 0YesDoctor's degrees 3 4 4Yes

14 48 38

260203 BiophysicsBachelor's degrees 0 0 0YesMaster's degrees 0 0 0Yes

0 0 0

260204 Molecular BiologyBachelor's degrees 8 58 32YesMaster's degrees 0 0 0YesDoctor's degrees 0 0 0Yes

8 58 32

260209 Radiation Biology/RadiobiologyAwards of at least 1 but less than 2 academic years 0 0 0YesAssociate's degrees 2 0 0Yes

2 0 0

260210 Biochemistry and Molecular BiologyBachelor's degrees 0 0 0YesMaster's degrees 0 1 1YesDoctor's degrees 0 1 1Yes

0 2 2

260301 Botany/Plant BiologyBachelor's degrees 0 0 0YesMaster's degrees 0 0 0YesDoctor's degrees 1 0 0Yes

1 0 0

260401 Cell/Cellular Biology and HistologyMaster's degrees 0 0 0YesDoctor's degrees 0 0 0Yes

0 0 0

260403 AnatomyMaster's degrees 0 0 0YesDoctor's degrees 1 1 0Yes

1 1 0

260499 Cell/Cellular Biology and Anatomical Sciences, OtherBachelor's degrees 3 0 0Yes

3 0 0

260502 Microbiology, GeneralMaster's degrees 0 0 0YesDoctor's degrees 1 1 0Yes

1 1 0



260503 Medical Microbiology and BacteriologyBachelor's degrees 1 0 0YesMaster's degrees 1 0 1YesDoctor's degrees 4 0 0Yes

6 0 1

260701 Zoology/Animal BiologyBachelor's degrees 1 1 1YesMaster's degrees 0 0 0YesDoctor's degrees 0 0 0Yes

1 1 1

260707 Animal PhysiologyMaster's degrees 0 0 0YesDoctor's degrees 1 0 0Yes

1 0 0

260799 Zoology/Animal Biology, OtherMaster's degrees 0 0 1YesDoctor's degrees 1 2 3Yes

1 2 4

260910 Pathology/Experimental PathologyMaster's degrees 0 0 0YesDoctor's degrees 1 1 1Yes

1 1 1

261001 PharmacologyMaster's degrees 1 8 6YesDoctor's degrees 3 3 3Yes

4 11 9

261101 Biometry/BiometricsMaster's degrees 0 0 0Yes

0 0 0

261102 BiostatisticsPostbaccalaureate certificates 0 0 0YesMaster's degrees 1 1 2Yes

1 1 2

261199 Biomathematics, Bioinformatics, and Computational Biology, OtherBachelor's degrees 0 0 0YesMaster's degrees 1 4 3Yes

1 4 3

261201 BiotechnologyAssociate's degrees 1 4 3Yes

1 4 3

261301 EcologyBachelor's degrees 0 1 1YesMaster's degrees 1 0 0YesDoctor's degrees 2 2 2Yes

3 3 3



261310 Ecology and Evolutionary BiologyBachelor's degrees 0 5 4Yes

0 5 4

261399 Ecology, Evolution, Systematics and Population Biology, OtherBachelor's degrees 1 0 0Yes

1 0 0

261501 NeuroscienceBachelor's degrees 16 44 37YesMaster's degrees 0 1 0YesDoctor's degrees 2 11 8Yes

18 56 45

269999 Biological and Biomedical Sciences, OtherBachelor's degrees 3 2 5YesMaster's degrees 4 22 16YesDoctor's degrees 5 15 13Yes

12 39 34

270101 Mathematics, GeneralBachelor's degrees 85 119 112YesMaster's degrees 20 15 20YesDoctor's degrees 5 9 8Yes

110 143 140

270301 Applied Mathematics, GeneralBachelor's degrees 2 3 2Yes

2 3 2

270501 Statistics, GeneralBachelor's degrees 3 0 1YesPostbaccalaureate certificates 1 5 4YesMaster's degrees 4 6 6Yes

8 11 11

300101 Biological and Physical SciencesBachelor's degrees 27 92 69Yes

27 92 69

300801 Mathematics and Computer ScienceBachelor's degrees 3 0 1Yes

3 0 1

301501 Science, Technology and SocietyBachelor's degrees 3 14 9

3 14 9

301801 Natural SciencesBachelor's degrees 0 0 0Yes

0 0 0

400101 Physical SciencesBachelor's degrees 7 0 0Yes

7 0 0



DEMAND

400501 Chemistry, GeneralAssociate's degrees 0 0 0YesBachelor's degrees 88 130 109YesMaster's degrees 11 20 18YesDoctor's degrees 10 24 19Yes

109 174 146

400508 Chemical PhysicsBachelor's degrees 0 0 0Yes

0 0 0

400599 Chemistry, OtherBachelor's degrees 1 5 4Yes

1 5 4

400601 Geology/Earth Science, GeneralBachelor's degrees 23 59 48YesPostbaccalaureate certificates 0 0 0YesMaster's degrees 5 6 6YesDoctor's degrees 1 3 2Yes

29 68 56

400603 Geophysics and SeismologyMaster's degrees 0 0 0YesDoctor's degrees 0 0 0Yes

0 0 0

400801 Physics, GeneralBachelor's degrees 22 48 40YesMaster's degrees 7 14 9YesDoctor's degrees 6 4 4Yes

35 66 53

400802 Atomic/Molecular PhysicsBachelor's degrees 0 0 0Yes

0 0 0

400899 Physics, OtherBachelor's degrees 0 1 1Yes

0 1 1

511401 Medical ScientistMaster's degrees 3 11 6Yes

3 11 6


Bachelor's degree119121 Natural Sciences Managers 25

Bachelor's degree191023 Zoologists and Wildlife Biologists 5

Bachelor's degree191032 Foresters 5

807 1,445 1,2261.5 TOTAL SUPPLY



SUPPLY: 1,226DEMAND: 135

Demand minus Supply: -1,091Supply to Demand Ratio: 9.08



Associate's degree194041 Geological and Petroleum Technicians 5

Associate's degree194093 Forest and Conservation Technicians 15

Less than high school453011 Fishers and Related Fishing Workers 0

High school diploma or equivalent454011 Forest & Conservation Workers 10

High school diploma or equivalent454021 Fallers 5

High school diploma or equivalent454022 Logging Equipment Operators 25

High school diploma or equivalent454023 Log Graders & Scalers 5

High school diploma or equivalent475051 Rock Splitters, Quarry 5

High school diploma or equivalent475061 Roof Bolters, Mining 0

Less than high school475071 Roustabouts, Oil & Gas 5

High school diploma or equivalent475081 Helpers--Extraction Workers 0

High school diploma or equivalent518092 Gas Plant Operators 5

High school diploma or equivalent518093 Petroleum Pump System Operators, Refinery Operator 5

Less than high school537033 Loading Machine Operators, Underground Mining 5

Less than high school537071 Gas Compressor & Gas Pumping Station Operators 0

Less than high school537072 Pump Operators, Except Wellhead Pumpers 10

Less than high school537073 Wellhead Pumpers 0

Less than high school537111 Mine Shuttle Car Operators 0

1351.5 TOTAL DEMAND

1,226SUPPLY :55DEMAND:


Career Path: 1.6 Environmental Service Systems

SUPPLY

DEMAND






141401 Environmental/Environmental Health EngineeringMaster's degrees 5 7 6YesDoctor's degrees 1 0 0Yes

6 7 6

150507 Environmental Engineering Technology/Environmental TechnologyAwards of less than 1 academic year 0 0 0YesAssociate's degrees 1 0 0YesBachelor's degrees 4 0 0Yes

5 0 0

419999 Science Technologies/Technicians, OtherAssociate's degrees 82 14 33YesBachelor's degrees 0 0 0Yes

82 14 33


Bachelor's degree172081 Environmental Engineers 50

Associate's degree173025 Environmental Engineering Technicians 30

Associate's degree194091 Environmental Science and Protection Technicians, Including Health 55

High school diploma or equivalent372021 Pest Control Workers 160

High school diploma or equivalent474041 Hazardous Materials Removal Workers 50

High school diploma or equivalent518031 Water and Wastewater Treatment Plant and System Operators 115

Less than high school537081 Refuse & Recyclable Material Collectors 190

6501.6 TOTAL DEMAND




Career Path: 1.7 Agribusiness Systems

SUPPLY

DEMAND


010101 Agricultural Business and Management, GeneralBachelor's degrees 1 2 2Master's degrees 2 8 6

3 10 8

010102 Agribusiness/Agricultural Business OperationsBachelor's degrees 13 18 17

13 18 17


6 2 3

010601 Applied Horticulture/Horticulture Operations, GeneralAwards of less than 1 academic year 0 0 0Associate's degrees 1 2 1

1 2 1

010603 Ornamental HorticultureAssociate's degrees 3 0 0Bachelor's degrees 7 27 13Master's degrees 0 0 0

10 27 13


24 30 27


16 26 23


1 0 0


High school diploma or equivalent119013 Farmers, Ranchers, and Other Agricultural Managers 540

High school diploma or equivalent131021 Buyers and Purchasing Agents, Farm Products 5

Less than high school131074 Farm Labor Contractors 0



Career Path: 1.7 Agribusiness Systems





5451.7 TOTAL DEMAND

92SUPPLY :


Career Path: 2.1 Design/Pre-Construction

SUPPLY


040201 ArchitectureAssociate's degrees 0 0 0Bachelor's degrees 18 22 21Master's degrees 4 13 11

22 35 32

040401 Environmental Design/ArchitectureBachelor's degrees 2 8 5

2 8 5

140801 Civil Engineering, GeneralBachelor's degrees 59 117 99YesMaster's degrees 19 25 21YesDoctor's degrees 3 9 7Yes

81 151 127

141801 Materials EngineeringBachelor's degrees 2 4 4YesMaster's degrees 2 4 3YesDoctor's degrees 3 5 4Yes

7 13 11

141901 Mechanical EngineeringBachelor's degrees 85 187 156YesPostbaccalaureate certificates 0 2 2YesMaster's degrees 16 3 8YesDoctor's degrees 3 2 1Yes

104 194 167

150201 Civil Engineering Technology/TechnicianAssociate's degrees 12 0 4Yes

12 0 4

151102 Surveying Technology/SurveyingAwards of less than 1 academic year 0 1 1YesBachelor's degrees 5 0 1Yes

5 1 2

151301 Drafting and Design Technology/Technician, GeneralAwards of less than 1 academic year 20 0 0YesAwards of at least 1 but less than 2 academic years 55 36 58YesAssociate's degrees 24 0 0YesAwards of at least 2 but less than 4 academic years 10 4 0Yes

109 40 58

151302 CAD/CADD Drafting and/or Design Technology/TechnicianAwards of at least 1 but less than 2 academic years 1 2 3YesAssociate's degrees 29 128 101Yes

30 130 104



DEMAND

151303 Architectural Drafting and Architectural CAD/CADDAwards of less than 1 academic year 2 27 21YesAssociate's degrees 1 2 1Yes

3 29 22

460415 Building Construction TechnologyAwards of less than 1 academic year 1 9 7Awards of at least 1 but less than 2 academic years 2 21 17

3 30 24

500408 Interior DesignAssociate's degrees 17 18 12Bachelor's degrees 36 72 58

53 90 70

520101 Business/Commerce, GeneralAwards of less than 1 academic year 1 17 11Awards of at least 1 but less than 2 academic years 1 0 0Associate's degrees 7 18 17Bachelor's degrees 47 41 43Postbaccalaureate certificates 0 0 0Master's degrees 10 13 11

66 89 82

520201 Business Administration and Management, GeneralAwards of less than 1 academic year 2 3 3Awards of at least 1 but less than 2 academic years 1 3 3Associate's degrees 69 125 109Bachelor's degrees 293 408 369Postbaccalaureate certificates 0 0 0Master's degrees 187 366 312Doctor's degrees 3 4 3

555 909 799


Bachelor's degree131051 Cost Estimators 150

Bachelor's degree171011 Architects, Except Landscape and Naval 50

Bachelor's degree171012 Landscape Architects 10

Bachelor's degree171022 Surveyors 35

Bachelor's degree172051 Civil Engineers 150

Associate's degree173011 Architectural and Civil Drafters 30

Associate's degree173022 Civil Engineering Technicians 35

High school diploma or equivalent173031 Surveying and Mapping Technicians 35

1,052 1,719 1,5072.1 TOTAL SUPPLY







Bachelor's degree271025 Interior Designers 40

5352.1 TOTAL DEMAND



Career Path: 2.2 Construction

SUPPLY


150505 Solar Energy Technology/TechnicianAwards of less than 1 academic year 1 8 6YesAwards of at least 1 but less than 2 academic years 3 39 31Yes

4 47 37

460101 Mason/MasonryAwards of less than 1 academic year 6 22 16Awards of at least 1 but less than 2 academic years 9 2 6Awards of at least 2 but less than 4 academic years 0 0 0

15 24 22

460302 ElectricianAwards of less than 1 academic year 11 23 17Awards of at least 1 but less than 2 academic years 30 114 82Associate's degrees 1 7 5Awards of at least 2 but less than 4 academic years 1 6 5

43 150 109

460401 Building/Property MaintenanceAwards of less than 1 academic year 1 9 7Awards of at least 1 but less than 2 academic years 1 12 9Associate's degrees 0 1 1

2 22 17

460415 Building Construction TechnologyAwards of less than 1 academic year 1 9 7Awards of at least 1 but less than 2 academic years 2 21 17

3 30 24

460499 Building/Construction Finishing, Management, and Inspection,Awards of at least 1 but less than 2 academic years 37 0 0

37 0 0

460502 Pipefitting/Pipefitter and Sprinkler FitterAwards of less than 1 academic year 2 20 15Awards of at least 1 but less than 2 academic years 2 27 21

4 47 36

460503 Plumbing Technology/PlumberAwards of at least 1 but less than 2 academic years 1 6 5

1 6 5

469999 Construction Trades, OtherAwards of less than 1 academic year 11 58 45Awards of at least 1 but less than 2 academic years 15 39 30Awards of at least 2 but less than 4 academic years 6 49 36

32 146 111



DEMAND

480503 Machine Shop Technology/AssistantAwards of less than 1 academic year 28 0 0Awards of at least 1 but less than 2 academic years 70 0 0Associate's degrees 1 0 0Awards of at least 2 but less than 4 academic years 23 194 126

122 194 126


66 89 82


555 909 799

520205 Operations Management and SupervisionAwards of less than 1 academic year 0 4 3Bachelor's degrees 2 0 0Master's degrees 2 3 3

4 7 6

522001 Construction ManagementBachelor's degrees 16 126 92

16 126 92


Associate's degree119021 Construction Managers 260

High school diploma or equivalent471011 First-Line Supervisors of Construction Trades and Extraction Workers 460

High school diploma or equivalent472021 Brickmasons and Blockmasons 65

High school diploma or equivalent472022 Stonemasons 5

High school diploma or equivalent472031 Carpenters 525

Less than high school472041 Carpet Installers 15

High school diploma or equivalent472042 Floor Layers, Except Carpet, Wood, and Hard Tiles 5

904 1,797 1,4662.2 TOTAL SUPPLY



High school diploma or equivalent472043 Floor Sanders and Finishers 5

Less than high school472044 Tile and Marble Setters 15

Less than high school472051 Cement Masons and Concrete Finishers 105

High school diploma or equivalent472053 Terrazzo Workers and Finishers 0

Less than high school472061 Construction Laborers 700

High school diploma or equivalent472071 Paving, Surfacing, and Tamping Equipment Operators 55

High school diploma or equivalent472072 Pile-Driver Operators 5

High school diploma or equivalent472073 Operating Engineers and Other Construction Equipment Operators 265

Less than high school472081 Drywall and Ceiling Tile Installers 60

Less than high school472082 Tapers 15

High school diploma or equivalent472111 Electricians 620

High school diploma or equivalent472121 Glaziers 80

Less than high school472131 Insulation Workers, Floor, Ceiling, and Wall 30

High school diploma or equivalent472132 Insulation Workers, Mechanical 35

Less than high school472141 Painters, Construction and Maintenance 220

High school diploma or equivalent472142 Paperhangers 0

High school diploma or equivalent472151 Pipelayers 115

High school diploma or equivalent472152 Plumbers, Pipefitters, and Steamfitters 415

Less than high school472161 Plasterers & Stucco Masons 15

High school diploma or equivalent472171 Reinforcing Iron & Rebar Workers 10

Less than high school472181 Roofers 85

High school diploma or equivalent472211 Sheet Metal Workers 145

High school diploma or equivalent472221 Structural Iron and Steel Workers 50

Less than high school473011 Helpers-Brick Block Stonemasons, & Tile Marble Set 50

Less than high school473012 Helpers-Carpenters 25

High school diploma or equivalent473013 Helpers-Electricians 135

Less than high school473014 Helpers-Painters, Paperhangers, Plasterers & Stucc 10



SUPPLY: 1,466DEMAND: 5,265

Demand minus Supply: 3,799Supply to Demand Ratio: 0.28


High school diploma or equivalent473015 Helpers-Pipelayers Plumbers Pipefitters & Stmfittr 90

Less than high school473016 Helpers-Roofers 15

Less than high school473019 Helpers, Construction Trades, All Other 35

High school diploma or equivalent474031 Fence Erectors 15

High school diploma or equivalent474091 Segmental Pavers 0

High school diploma or equivalent474799 Construction and Related Workers, All Other 55

Less than high school475011 Derrick Operators, Oil and Gas 0

Less than high school475012 Rotary Drill Operators, Oil and Gas 0

Less than high school475013 Service Unit Operators, Oil, Gas, and Mining 0

High school diploma or equivalent475021 Earth Drillers, Except Oil and Gas 10

High school diploma or equivalent475031 Explosives Workers, Ordnance Handling Experts, and Blasters 5

High school diploma or equivalent475041 Continuous Mining Machine Operators 0

High school diploma or equivalent475042 Mine Cutting and Channeling Machine Operators 0

Postsecondary non-degree award492095 Elec & Electronics Repairers, Pwrhouse, SubSt, 15

High school diploma or equivalent499095 Manufactured Building and Mobile Home Installers 0

High school diploma or equivalent499096 Riggers 5

High school diploma or equivalent499098 Helpers-Installation, Maintenance & Repair Workers 145

High school diploma or equivalent512041 Structural Metal Fabricators and Fitters 70

Less than high school537011 Conveyor Operators & Tenders 105

Less than high school537021 Crane and Tower Operators 35

Less than high school537031 Dredge Operators 0

Less than high school537032 Excavating and Loading Machine and Dragline Operators 60

Less than high school537041 Hoist and Winch Operators 5

5,2652.2 TOTAL DEMAND


Career Path: 2.3 Maintenance/Operations

SUPPLY



1 2 1


10 27 13


2 7 5


0 0 0

150501 Heating, Ventilation, Air Conditioning and Refrigeration Engineering Technology/TechnicianAwards of less than 1 academic year 1 4 3YesAwards of at least 1 but less than 2 academic years 18 130 97YesAssociate's degrees 14 86 61YesAwards of at least 2 but less than 4 academic years 2 18 14Yes

35 238 175

460301 Electrical and Power Transmission Installation/Installer, GeneralAwards of less than 1 academic year 0 0 0Awards of at least 1 but less than 2 academic years 4 2 2

4 2 2

460503 Plumbing Technology/PlumberAwards of at least 1 but less than 2 academic years 1 6 5

1 6 5

470201 Heating, Air Conditioning, Ventilation and Refrigeration Maintenance Technology/TechnicianAwards of less than 1 academic year 63 568 442Awards of at least 1 but less than 2 academic years 218 409 389Associate's degrees 3 6 5Awards of at least 2 but less than 4 academic years 81 556 386

365 1,539 1,222

470303 Industrial Mechanics and Maintenance TechnologyAwards of less than 1 academic year 39 51 46Awards of at least 1 but less than 2 academic years 111 258 233Associate's degrees 1 0 0Awards of at least 2 but less than 4 academic years 12 80 50

163 389 329

581 2,210 1,7522.3 TOTAL SUPPLY


Career Path: 2.3 Maintenance/Operations

DEMAND






High school diploma or equivalent371012 First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers 115

Less than high school373011 Landscaping & Groundskeeping Workers 615

High school diploma or equivalent472011 Boilermakers 25

High school diploma or equivalent474021 Elevator Installers and Repairers 15

High school diploma or equivalent474051 Highway Maintenance Workers 160

Less than high school474071 Septic Tank Servicers and Sewer Pipe Cleaners 25

High school diploma or equivalent499011 Mechanical Door Repairers 10

High school diploma or equivalent499012 Control & Valve Installers & Repairers ex Mch Door 25

Postsecondary non-degree award499021 Heating, Air Conditioning, and Refrigeration Mechanics and Installers 265

High school diploma or equivalent499044 Millwrights 30

Postsecondary non-degree award499045 Refractory Materials Repairers, Except Brickmasons 0

High school diploma or equivalent499051 Electrical Power-Line Installers and Repairers 190

High school diploma or equivalent518021 Stationary Engineers & Boiler Operators 15




Career Path: 3.2 Printing Technology

SUPPLY

DEMAND






100305 Graphic and Printing Equipment Operator, General ProductionAwards of less than 1 academic year 0 0 0Awards of at least 1 but less than 2 academic years 10 8 9

10 8 9


Associate's degree439031 Desktop Publishers 10

Postsecondary non-degree award515111 Prepress Technicians and Workers 20

High school diploma or equivalent515112 Printing Press Operators 90

High school diploma or equivalent515113 Print Binding & Finishing Workers 45

1653.2 TOTAL DEMAND


30DEMAND:


Career Path: 3.3 Visual Arts

SUPPLY


100304 Animation, Interactive Technology, Video Graphics and Special EffectsAwards of less than 1 academic year 3 39 31YesAwards of at least 1 but less than 2 academic years 0 1 0YesBachelor's degrees 43 188 147Yes

46 228 178

110801 Web Page, Digital/Multimedia and Information Resources DesignAwards of less than 1 academic year 1 0 0YesAwards of at least 1 but less than 2 academic years 0 2 2YesAssociate's degrees 20 0 0YesBachelor's degrees 6 24 17Yes

27 26 19

110803 Computer GraphicsAssociate's degrees 0 2 2Yes

0 2 2

150503 Energy Management and Systems Technology/TechnicianAssociate's degrees 0 0 0Yes

0 0 0

500101 Visual and Performing Arts, GeneralAwards of at least 1 but less than 2 academic years 0 0 0Bachelor's degrees 12 20 16

12 20 16

500102 Digital ArtsBachelor's degrees 0 5 4

0 5 4

500401 Design and Visual Communications, GeneralAssociate's degrees 6 75 59Bachelor's degrees 9 35 29Master's degrees 2 0 0

17 110 88

500402 Commercial and Advertising ArtAwards of less than 1 academic year 1 9 6Awards of at least 1 but less than 2 academic years 14 27 20Associate's degrees 137 27 81Bachelor's degrees 42 0 0

194 63 107

500409 Graphic DesignAwards of less than 1 academic year 0 0 0Associate's degrees 5 18 11Bachelor's degrees 12 72 50Postbaccalaureate certificates 0 0 0

17 90 61



DEMAND

500410 IllustrationBachelor's degrees 2 15 11

2 15 11

500502 Technical Theatre/Theatre Design and TechnologyBachelor's degrees 0 0 1

0 0 1

500701 Art/Art Studies, GeneralBachelor's degrees 76 67 70Master's degrees 5 6 7

81 73 77

500702 Fine/Studio Arts, GeneralAssociate's degrees 1 0 0Bachelor's degrees 76 130 110Master's degrees 8 0 0

85 130 110

500706 Intermedia/MultimediaMaster's degrees 1 8 6

1 8 6

500708 PaintingBachelor's degrees 0 4 3

0 4 3

500799 Fine Arts and Art Studies, OtherBachelor's degrees 2 0 0Master's degrees 1 0 0

3 0 0


Bachelor's degree271011 Art Directors 25

High school diploma or equivalent271012 Craft Artists 10

High school diploma or equivalent271013 Fine Artists, Including Painters, Sculptors, and Illustrators 5

Bachelor's degree271014 Multimedia Artists and Animators 10

High school diploma or equivalent271019 Artists and Related Workers, All Other 0

Bachelor's degree271021 Commercial and Industrial Designers 25

High school diploma or equivalent271022 Fashion Designers 5

Bachelor's degree271024 Graphic Designers 150

Bachelor's degree271027 Set and Exhibit Designers 10

Bachelor's degree271029 Designers, All Other 5








2453.3 TOTAL DEMAND



Career Path: 3.4 Performing Arts

SUPPLY


090101 Speech Communication and RhetoricAssociate's degrees 0 0 0Bachelor's degrees 63 135 107Master's degrees 6 0 0Doctor's degrees 1 0 0

70 135 107

090701 Radio and TelevisionAwards of at least 1 but less than 2 academic years 0 0 0Associate's degrees 0 0 0Bachelor's degrees 17 0 0

17 0 0

120401 Cosmetology/Cosmetologist, GeneralAwards of less than 1 academic year 102 76 93Awards of at least 1 but less than 2 academic years 631 1,602 1,298Associate's degrees 1 4 2

734 1,682 1,393

120406 Make-Up Artist/SpecialistAwards of less than 1 academic year 21 0 0

21 0 0

390501 Religious/Sacred MusicBachelor's degrees 4 18 13Master's degrees 0 4 2

4 22 15

500501 Drama and Dramatics/Theatre Arts, GeneralAssociate's degrees 0 0 0Bachelor's degrees 92 71 74Master's degrees 6 8 7

98 79 81

500506 ActingAwards of less than 1 academic year 17 246 185Bachelor's degrees 1 4 2

18 250 187

500507 Directing and Theatrical ProductionBachelor's degrees 0 2 1

0 2 1

500599 Dramatic/Theatre Arts and Stagecraft, OtherBachelor's degrees 1 1 2

1 1 2

500601 Film/Cinema/Video StudiesAwards of less than 1 academic year 2 30 23Bachelor's degrees 3 24 18

5 54 41



500602 Cinematography and Film/Video ProductionAwards of less than 1 academic year 0 1 1Awards of at least 1 but less than 2 academic years 0 1 1Associate's degrees 3 0 1Bachelor's degrees 8 33 27Postbaccalaureate certificates 1 0 0

12 35 30

500901 Music, GeneralAssociate's degrees 1 0 0Bachelor's degrees 110 154 149Postbaccalaureate certificates 0 1 1Master's degrees 35 58 49Doctor's degrees 4 8 7

150 221 206

500903 Music Performance, GeneralAwards of at least 1 but less than 2 academic years 1 9 6Bachelor's degrees 37 100 81Master's degrees 4 18 15

42 127 102

500904 Music Theory and CompositionBachelor's degrees 3 14 10

3 14 10

500907 Keyboard InstrumentsBachelor's degrees 1 6 4

1 6 4

500908 Voice and OperaBachelor's degrees 2 8 6

2 8 6

500911 Stringed InstrumentsBachelor's degrees 2 8 5

2 8 5

500912 Music PedagogyBachelor's degrees 0 0 1Postbaccalaureate certificates 0 1 1Master's degrees 1 4 3

1 5 5

500913 Music TechnologyAwards of at least 1 but less than 2 academic years 1 15 12Bachelor's degrees 0 3 2

1 18 14

500914 Brass InstrumentsBachelor's degrees 0 1 1

0 1 1



DEMAND



500915 Woodwind InstrumentsBachelor's degrees 0 3 2

0 3 2

500916 Percussion InstrumentsBachelor's degrees 0 2 1

0 2 1

500999 Music, OtherAwards of less than 1 academic year 0 4 3Awards of at least 1 but less than 2 academic years 8 8 7Bachelor's degrees 23 75 54Master's degrees 2 0 0

33 87 64

501003 Music ManagementAwards of at least 1 but less than 2 academic years 0 1 1Bachelor's degrees 227 205 206

227 206 207

501004 Theatre/Theatre Arts ManagementBachelor's degrees 0 0 0

0 0 0


Bachelor's degree131011 Agents and Business Managers of Artists, Performers, and Athletes 70

Some college, no degree272011 Actors 10

Bachelor's degree272012 Producers and Directors 65

High school diploma or equivalent272031 Dancers 10

High school diploma or equivalent272032 Choreographers 5

Bachelor's degree272041 Music Directors and Composers 70

High school diploma or equivalent272042 Musicians and Singers 195

High school diploma or equivalent272099 Entertainers and Performers, Sports and Related Workers, All Other 10

High school diploma or equivalent273012 Public Address System and Other Announcers 5

Postsecondary non-degree award395091 Makeup Artists, Theatrical and Performance 0

4403.4 TOTAL DEMAND

1,442 2,966 2,4843.4 TOTAL SUPPLY


Career Path: 3.5 Journalism and Broadcasting

SUPPLY


090100 Communication, GeneralBachelor's degrees 4 54 41Master's degrees 0 3 3

4 57 44


70 135 107

090102 Mass Communication/Media StudiesAssociate's degrees 0 0 0Bachelor's degrees 235 253 229Master's degrees 19 53 40Doctor's degrees 3 18 13

257 324 282

090199 Communication and Media Studies, OtherBachelor's degrees 24 42 44

24 42 44

090401 JournalismBachelor's degrees 108 237 237Master's degrees 8 5 7

116 242 244

090402 Broadcast JournalismBachelor's degrees 9 0 0

9 0 0

090499 Journalism, OtherAssociate's degrees 0 0 0Bachelor's degrees 20 0 0

20 0 0


17 0 0

090702 Digital Communication and Media/MultimediaAwards of at least 1 but less than 2 academic years 0 2 1YesBachelor's degrees 5 22 14Yes

5 24 15

090799 Radio, Television, and Digital Communication, OtherBachelor's degrees 5 20 20

5 20 20



090907 International and Intercultural CommunicationBachelor's degrees 0 2 1Master's degrees 1 9 7

1 11 8

090908 Technical and Scientific CommunicationBachelor's degrees 1 8 6

1 8 6

099999 Communication, Journalism, and Related Programs, OtherAssociate's degrees 0 0 0Bachelor's degrees 11 30 24

11 30 24

100105 Communications Technology/TechnicianAssociate's degrees 26 290 207Bachelor's degrees 0 1 0

26 291 207

100201 Photographic and Film/Video Technology/Technician and AssistantAwards of less than 1 academic year 4 49 39Awards of at least 1 but less than 2 academic years 1 10 8

5 59 47

100202 Radio and Television Broadcasting Technology/TechnicianAssociate's degrees 0 0 0

0 0 0

100203 Recording Arts Technology/TechnicianAwards of less than 1 academic year 2 22 17Awards of at least 1 but less than 2 academic years 67 175 84Associate's degrees 17 197 147Bachelor's degrees 18 410 224Master's degrees 3 23 17

107 827 489

109999 Communications Technologies/Technicians and Support ServicesAssociate's degrees 0 2 1

0 2 1

230401 English CompositionBachelor's degrees 3 0 0

3 0 0

231001 Speech and Rhetorical StudiesBachelor's degrees 40 0 0

40 0 0

231301 Writing, GeneralBachelor's degrees 1 14 11

1 14 11



231302 Creative WritingBachelor's degrees 1 2 1Master's degrees 6 23 17

7 25 18

231303 Professional, Technical, Business, and Scientific WritingAwards of less than 1 academic year 0 0 0Awards of at least 1 but less than 2 academic years 0 0 0Bachelor's degrees 4 9 8

4 9 8

231304 Rhetoric and CompositionBachelor's degrees 2 24 19

2 24 19

470103 Communications Systems Installation and Repair TechnologyBachelor's degrees 0 0 0

0 0 0


12 20 16


0 5 4

500406 Commercial PhotographyAwards of less than 1 academic year 1 10 7Associate's degrees 14 79 58Bachelor's degrees 0 4 3

15 93 68


12 35 30

500605 PhotographyAwards of less than 1 academic year 5 0 0Awards of at least 1 but less than 2 academic years 1 8 6Associate's degrees 3 24 18Bachelor's degrees 5 18 15

14 50 39


81 73 77



DEMAND





1 18 14

520501 Business/Corporate CommunicationsBachelor's degrees 1 13 10

1 13 10


Bachelor's degree273011 Radio and Television Announcers 65

Bachelor's degree273021 Broadcast News Analysts 5

Bachelor's degree273022 Reporters and Correspondents 35

Bachelor's degree273041 Editors 45

Bachelor's degree273042 Technical Writers 20

Bachelor's degree273043 Writers and Authors 65

High school diploma or equivalent273099 Media and Communication Workers, All Other 20

Postsecondary non-degree award274011 Audio and Video Equipment Technicians 55

Associate's degree274012 Broadcast Technicians 30

High school diploma or equivalent274013 Radio Operators 0

Postsecondary non-degree award274014 Sound Engineering Technicians 25

High school diploma or equivalent274021 Photographers 50

Bachelor's degree274031 Camera Operators, Television, Video, and Motion Picture 10

Bachelor's degree274032 Film and Video Editors 10

High school diploma or equivalent274099 Media & Communication Equip Workers, All Other 5

High school diploma or equivalent432099 Communications Equipment Operators, All Other 0

4403.5 TOTAL DEMAND

871 2,451 1,8523.5 TOTAL SUPPLY


Career Path: 3.6 Telecommunications

SUPPLY

DEMAND







0 0 0


Postsecondary non-degree award492022 Telecommunications Equipment Installers and Repairers, Except Line Installers 130

High school diploma or equivalent499052 Telecommunications Line Installers and Repairers 60

1903.6 TOTAL DEMAND


0SUPPLY :130DEMAND:


Career Path: 4.1 General Management

SUPPLY



5 24 15

250101 Library and Information ScienceMaster's degrees 28 36 33

28 36 33

420101 Psychology, GeneralAssociate's degrees 0 0 0Bachelor's degrees 511 793 710Master's degrees 43 43 41Post-master's certificates 0 0 0Doctor's degrees 17 19 19

571 855 770

422701 Cognitive Psychology and PsycholinguisticsBachelor's degrees 2 0 1Yes

2 0 1

422703 Developmental and Child PsychologyBachelor's degrees 15 34 32Yes

15 34 32

422705 Personality PsychologyMaster's degrees 0 1 1Yes

0 1 1

422706 Physiological Psychology/PsychobiologyBachelor's degrees 0 2 2Yes

0 2 2

422801 Clinical PsychologyBachelor's degrees 0 0 0Master's degrees 0 2 2

0 2 2

422802 Community PsychologyMaster's degrees 1 1 1Doctor's degrees 0 1 0

1 2 1

422803 Counseling PsychologyBachelor's degrees 0 1 0Postbaccalaureate certificates 0 1 1Master's degrees 37 84 67Doctor's degrees 3 1 1

40 87 69



422804 Industrial and Organizational PsychologyBachelor's degrees 6 11 9Doctor's degrees 1 0 0

7 11 9

422805 School PsychologyMaster's degrees 5 14 11Post-master's certificates 0 3 2

5 17 13

422806 Educational PsychologyPostbaccalaureate certificates 1 6 5Master's degrees 15 21 20Post-master's certificates 0 0 0Doctor's degrees 4 0 3

20 27 28

422899 Clinical, Counseling and Applied Psychology, OtherMaster's degrees 3 38 30Doctor's degrees 0 6 4

3 44 34

429999 Psychology, OtherBachelor's degrees 19 0 2Master's degrees 9 0 0

28 0 2

430103 Criminal Justice/Law Enforcement AdministrationAwards of at least 1 but less than 2 academic years 0 1 0Associate's degrees 25 227 160Bachelor's degrees 145 539 393Master's degrees 13 15 17

183 782 570

440401 Public AdministrationBachelor's degrees 2 5 4Master's degrees 17 49 37Doctor's degrees 0 0 0

19 54 41

450101 Social Sciences, GeneralAssociate's degrees 0 0 0Bachelor's degrees 75 63 68Master's degrees 0 1 1

75 64 69

450201 AnthropologyBachelor's degrees 47 76 68Master's degrees 7 2 4Doctor's degrees 2 0 0

56 78 72



450299 Anthropology, OtherBachelor's degrees 0 1 1

0 1 1

450301 ArcheologyBachelor's degrees 1 2 2Yes

1 2 2

450401 CriminologyBachelor's degrees 1 0 0

1 0 0

450601 Economics, GeneralAssociate's degrees 0 0 0Bachelor's degrees 124 126 133Master's degrees 13 15 13Doctor's degrees 3 3 2

140 144 148

450604 Development Economics and International DevelopmentMaster's degrees 1 14 11

1 14 11

450605 International EconomicsBachelor's degrees 2 4 4

2 4 4

450699 Economics, OtherBachelor's degrees 1 0 0

1 0 0

450701 GeographyBachelor's degrees 16 21 21Master's degrees 4 4 5Doctor's degrees 1 2 1

21 27 27

450702 Geographic Information Science and CartographyAwards of less than 1 academic year 3 1 2YesAssociate's degrees 2 4 3YesPostbaccalaureate certificates 1 8 6Yes

6 13 11

450799 Geography, OtherBachelor's degrees 0 0 1

0 0 1

450901 International Relations and AffairsBachelor's degrees 22 57 47

22 57 47



451001 Political Science and Government, GeneralBachelor's degrees 229 353 305Master's degrees 5 7 6Doctor's degrees 2 6 5

236 366 316

451002 American Government and Politics (United States)Postbaccalaureate certificates 0 2 1

0 2 1

451099 Political Science and Government, OtherBachelor's degrees 0 2 2

0 2 2

451101 SociologyAssociate's degrees 0 0 0Bachelor's degrees 131 145 143Master's degrees 8 7 7Doctor's degrees 2 1 1

141 153 151

451201 Urban Studies/AffairsBachelor's degrees 2 0 1

2 0 1

459999 Social Sciences, OtherBachelor's degrees 18 0 4

18 0 4


0 0 0


66 89 82


555 909 799



520206 Non-Profit/Public/Organizational ManagementAssociate's degrees 0 0 0Bachelor's degrees 48 0 1Postbaccalaureate certificates 1 14 11Master's degrees 10 24 24

59 38 36

520299 Business Administration, Management and Operations, OtherAwards of less than 1 academic year 2 27 21Awards of at least 1 but less than 2 academic years 0 3 2Associate's degrees 75 83 93Bachelor's degrees 91 9 54Postbaccalaureate certificates 0 5 4Master's degrees 79 25 59

247 152 233

520701 Entrepreneurship/Entrepreneurial StudiesAwards of at least 1 but less than 2 academic years 0 0 0Bachelor's degrees 11 33 20Postbaccalaureate certificates 1 4 2Master's degrees 5 16 14

17 53 36

520703 Small Business Administration/ManagementBachelor's degrees 0 1 0

0 1 0

520801 Finance, GeneralAwards of less than 1 academic year 0 0 0Awards of at least 1 but less than 2 academic years 0 0 0Bachelor's degrees 100 108 100Master's degrees 6 31 24

106 139 124

520999 Hospitality Administration/Management, OtherAssociate's degrees 2 5 7Bachelor's degrees 2 6 10

4 11 17

521101 International Business/Trade/CommerceBachelor's degrees 21 68 52Master's degrees 5 20 15

26 88 67

521301 Management ScienceBachelor's degrees 24 0 0YesMaster's degrees 9 0 0YesDoctor's degrees 0 0 0Yes

33 0 0



DEMAND





540101 History, GeneralAssociate's degrees 0 0 0Bachelor's degrees 196 318 273Master's degrees 15 19 17Doctor's degrees 4 14 12

215 351 302

540102 American History (United States)Bachelor's degrees 0 0 0

0 0 0

540103 European HistoryBachelor's degrees 0 0 0

0 0 0

540105 Public/Applied HistoryPostbaccalaureate certificates 0 1 1Doctor's degrees 0 4 3

0 5 4

540199 History, OtherBachelor's degrees 4 10 6Master's degrees 1 8 6

5 18 12


Bachelor's degree111011 Chief Executives 585

Associate's degree111021 General and Operations Managers 945

High school diploma or equivalent119199 Managers, All Other 405


2,983 4,759 4,2034.1 TOTAL SUPPLY

4,160SUPPLY :1,530DEMAND:


Career Path: 4.2 Business Information Management

SUPPLY


110101 Computer and Information Sciences, GeneralAwards of less than 1 academic year 2 6 4YesAwards of at least 1 but less than 2 academic years 7 20 16YesAssociate's degrees 13 16 16YesAwards of at least 2 but less than 4 academic years 1 3 2YesBachelor's degrees 29 19 27YesMaster's degrees 4 1 3YesDoctor's degrees 0 0 0Yes

56 65 68

110103 Information TechnologyAwards of less than 1 academic year 1 10 8YesAwards of at least 1 but less than 2 academic years 3 6 4YesAssociate's degrees 21 0 0YesAwards of at least 2 but less than 4 academic years 0 4 3YesBachelor's degrees 5 28 22YesPostbaccalaureate certificates 0 6 5Yes

30 54 42

110401 Information Science/StudiesAwards of less than 1 academic year 0 0 1YesAwards of at least 1 but less than 2 academic years 0 0 0YesAssociate's degrees 4 0 1YesBachelor's degrees 1 10 8YesPostbaccalaureate certificates 0 0 0YesMaster's degrees 0 3 2Yes

5 13 12

110701 Computer ScienceAwards of at least 1 but less than 2 academic years 0 0 1YesAssociate's degrees 3 0 0YesBachelor's degrees 30 19 27YesMaster's degrees 9 14 11YesDoctor's degrees 1 5 3Yes

43 38 42

111001 Network and System Administration/AdministratorAssociate's degrees 6 38 29YesBachelor's degrees 5 50 38Yes

11 88 67

111003 Computer and Information Systems Security/Information AssuranceAwards of less than 1 academic year 0 2 1YesAwards of at least 1 but less than 2 academic years 1 7 6YesAssociate's degrees 4 0 0YesBachelor's degrees 15 59 37YesPostbaccalaureate certificates 0 4 3Yes

20 72 47


Career Path: 4.2 Business Information Management

DEMAND






4 7 6

521201 Management Information Systems, GeneralAwards of less than 1 academic year 6 7 7Awards of at least 1 but less than 2 academic years 3 15 13Associate's degrees 93 0 0Awards of at least 2 but less than 4 academic years 1 0 0Bachelor's degrees 110 0 41Master's degrees 2 0 0

215 22 61

521206 Information Resources ManagementBachelor's degrees 0 1 0

0 1 0

521207 Knowledge ManagementPostbaccalaureate certificates 1 15 12

1 15 12


Bachelor's degree113021 Computer and Information Systems Managers 155

1554.2 TOTAL DEMAND




Career Path: 4.3 Human Resources Management

SUPPLY

DEMAND




521001 Human Resources Management/Personnel Administration, GeneralAwards of less than 1 academic year 0 1 1Associate's degrees 1 11 9Bachelor's degrees 16 90 68Postbaccalaureate certificates 0 1 1Master's degrees 12 0 0Doctor's degrees 1 0 0

30 103 79

521003 Organizational Behavior StudiesBachelor's degrees 20 262 210Master's degrees 9 29 18

29 291 228

521005 Human Resources DevelopmentMaster's degrees 3 17 11Doctor's degrees 0 0 0

3 17 11

521099 Human Resources Management and Services, OtherAssociate's degrees 0 1 0Bachelor's degrees 3 0 0

3 1 0


Bachelor's degree113111 Compensation and Benefits Managers 20

Bachelor's degree113121 Human Resources Managers 70

Bachelor's degree113131 Training and Development Managers 35

Bachelor's degree131071 Human Resources Specialists 0

Bachelor's degree131078 Human Resources, Training & Labor Rel Spec, Other 255

Bachelor's degree131141 Compensation, Benefits, and Job Analysis Specialists 35

Bachelor's degree131151 Training and Development Specialists 210

High school diploma or equivalent434161 Human Resources Assistants, Exc Payroll & Timekpin 125

7504.3 TOTAL DEMAND



Career Path: 4.3 Human Resources Management





Career Path: 4.4 Operations Management

SUPPLY


143501 Industrial EngineeringBachelor's degrees 12 7 8YesMaster's degrees 7 0 0YesDoctor's degrees 1 3 2Yes

20 10 10

151501 Engineering/Industrial ManagementBachelor's degrees 14 63 41YesPostbaccalaureate certificates 1 8 7YesMaster's degrees 4 21 15Yes

19 92 63


66 89 82


555 909 799

520203 Logistics, Materials, and Supply Chain ManagementAwards of less than 1 academic year 1 0 0Awards of at least 1 but less than 2 academic years 2 23 17Associate's degrees 0 1 1Bachelor's degrees 56 180 143

59 204 161


4 7 6

520213 Organizational LeadershipBachelor's degrees 0 4 3Master's degrees 12 214 152

12 218 155


Career Path: 4.4 Operations Management

DEMAND





520799 Entrepreneurial and Small Business Operations, OtherBachelor's degrees 12 52 32

12 52 32


33 0 0


High school diploma or equivalent113011 Administrative Services Managers 245

Bachelor's degree113051 Industrial Production Managers 95

Bachelor's degree113061 Purchasing Managers 65

Bachelor's degree131111 Management Analysts 305

Bachelor's degree131121 Meeting, Convention, and Event Planners 65

High school diploma or equivalent131199 Business Operations Specialists, All Other 540

Bachelor's degree152031 Operations Research Analysts 40


780 1,581 1,3084.4 TOTAL SUPPLY



Career Path: 4.5 Administrative Support

SUPPLY


010106 Agricultural Business TechnologyAssociate's degrees 0 0 0

0 0 0

100305 Graphic and Printing Equipment Operator, General ProductionAwards of less than 1 academic year 0 0 0Awards of at least 1 but less than 2 academic years 10 8 9

10 8 9

110301 Data Processing and Data Processing Technology/TechnicianAwards of less than 1 academic year 0 2 1YesAwards of at least 1 but less than 2 academic years 5 0 3YesAssociate's degrees 0 1 1Yes

5 3 5

110601 Data Entry/Microcomputer Applications, GeneralAwards of less than 1 academic year 4 18 11

4 18 11

110699 Data Entry/Microcomputer Applications, OtherAwards of less than 1 academic year 0 1 0Awards of at least 1 but less than 2 academic years 1 0 0

1 1 0

510705 Medical Office Management/AdministrationAwards of less than 1 academic year 143 160 172Awards of at least 1 but less than 2 academic years 18 185 138Associate's degrees 7 24 18

168 369 328

520204 Office Management and SupervisionAwards of less than 1 academic year 16 0 0Associate's degrees 8 0 0Bachelor's degrees 46 0 0

70 0 0

520208 E-Commerce/Electronic CommerceAwards of less than 1 academic year 0 0 0Associate's degrees 1 0 0Bachelor's degrees 3 14 10Master's degrees 0 0 0

4 14 10

520302 Accounting Technology/Technician and BookkeepingAwards of less than 1 academic year 3 14 10Awards of at least 1 but less than 2 academic years 7 6 7Associate's degrees 22 0 2Bachelor's degrees 0 3 2

32 23 21



DEMAND

520401 Administrative Assistant and Secretarial Science, GeneralAwards of less than 1 academic year 21 0 0Awards of at least 1 but less than 2 academic years 138 85 118Associate's degrees 153 135 138Bachelor's degrees 7 0 0

319 220 256

520402 Executive Assistant/Executive SecretaryAssociate's degrees 1 0 0

1 0 0

520407 Business/Office Automation/Technology/Data EntryAwards of less than 1 academic year 65 37 68Awards of at least 1 but less than 2 academic years 162 0 18Associate's degrees 6 11 11Awards of at least 2 but less than 4 academic years 32 696 374

265 744 471

520408 General Office Occupations and Clerical ServicesAwards of less than 1 academic year 3 0 0Awards of at least 1 but less than 2 academic years 4 0 3Associate's degrees 1 8 7

8 8 10

520499 Business Operations Support and Secretarial Services, OtherAwards of less than 1 academic year 163 226 232Awards of at least 1 but less than 2 academic years 500 1,227 1,017Awards of at least 2 but less than 4 academic years 4 18 11

667 1,471 1,260

520803 Banking and Financial Support ServicesBachelor's degrees 2 0 0Master's degrees 1 6 4

3 6 4

529999 Business, Management, Marketing, and Related Support ServiceAwards of less than 1 academic year 27 0 0Awards of at least 1 but less than 2 academic years 30 17 28Associate's degrees 20 0 0Awards of at least 2 but less than 4 academic years 2 0 0Bachelor's degrees 8 0 5Master's degrees 0 2 1

87 19 34


High school diploma or equivalent431011 First-Line Supervisors of Office and Administrative Support Workers 1,410

High school diploma or equivalent433031 Bookkeeping, Accounting, and Auditing Clerks 845

High school diploma or equivalent433051 Payroll and Timekeeping Clerks 160

1,644 2,904 2,4194.5 TOTAL SUPPLY







High school diploma or equivalent433061 Procurement Clerks 55

High school diploma or equivalent434051 Customer Service Representatives 2,220

High school diploma or equivalent434141 New Accounts Clerks 40

High school diploma or equivalent434171 Receptionists and Information Clerks 1,025

High school diploma or equivalent434199 Information & Record Clerks, All Other 85

High school diploma or equivalent436011 Executive Secretaries and Executive Administrative Assistants 520

High school diploma or equivalent436014 Secretaries and Administrative Assistants, Except Legal, Medical, and Executive 845

High school diploma or equivalent439011 Computer Operators 25

High school diploma or equivalent439021 Data Entry Keyers 80

High school diploma or equivalent439022 Word Processors and Typists 5

High school diploma or equivalent439061 Office Clerks, General 2,340

High school diploma or equivalent439799 Office & Admin Support Workers, All Other 195

High school diploma or equivalent533031 Driver/Sales Workers 400


584SUPPLY :


Career Path: 5.1 Administration and Administrative Support

SUPPLY

DEMAND


130401 Educational Leadership and Administration, GeneralPostbaccalaureate certificates 1 5 4Master's degrees 712 638 603Post-master's certificates 321 905 685Doctor's degrees 83 181 158

1,117 1,729 1,450

130404 Educational, Instructional, and Curriculum SupervisionMaster's degrees 4 26 19Post-master's certificates 1 0 0Doctor's degrees 0 0 0

5 26 19

130406 Higher Education/Higher Education AdministrationMaster's degrees 19 55 46Doctor's degrees 17 61 47

36 116 93

130407 Community College EducationPostbaccalaureate certificates 2 12 8

2 12 8

130408 Elementary and Middle School Administration/PrincipalshipMaster's degrees 8 20 15

8 20 15

130410 Urban Education and LeadershipMaster's degrees 3 46 36

3 46 36

130499 Educational Administration and Supervision, OtherMaster's degrees 98 3 31Post-master's certificates 529 0 0Doctor's degrees 8 91 70

635 94 101

139999 Education, OtherBachelor's degrees 83 34 65Master's degrees 12 0 0Doctor's degrees 12 0 0

107 34 65


Bachelor's degree119031 Education Administrators, Preschool and Childcare Center/Program 60

Master's degree119032 Education Administrators, Elementary and Secondary School 200

Master's degree119033 Education Administrators, Postsecondary 95

1,913 2,077 1,7875.1 TOTAL SUPPLY


Career Path: 5.1 Administration and Administrative Support





Bachelor's degree119039 Education Administrators, All Other 30

3855.1 TOTAL DEMAND



Career Path: 5.2 Professional Support Services

SUPPLY


130301 Curriculum and InstructionMaster's degrees 648 795 724Post-master's certificates 214 1,605 1,233Doctor's degrees 28 26 25

890 2,426 1,982

130501 Educational/Instructional TechnologyPostbaccalaureate certificates 3 7 6YesMaster's degrees 16 23 15YesPost-master's certificates 6 0 5Yes

25 30 26

130601 Educational Evaluation and ResearchMaster's degrees 0 0 0Yes

0 0 0

130603 Educational Statistics and Research MethodsPostbaccalaureate certificates 0 6 4Yes

0 6 4

131003 Education/Teaching of Individuals with Hearing Impairments Including DeafnessMaster's degrees 1 8 5

1 8 5

131101 Counselor Education/School Counseling and Guidance ServicesPostbaccalaureate certificates 3 0 4Master's degrees 209 202 183Post-master's certificates 16 11 15Doctor's degrees 2 1 0

230 214 202

131102 College Student Counseling and Personnel ServicesMaster's degrees 13 8 9Doctor's degrees 1 14 11

14 22 20

160101 Foreign Languages and Literatures, GeneralBachelor's degrees 61 139 116Doctor's degrees 2 2 3

63 141 119

160102 LinguisticsBachelor's degrees 0 2 2Postbaccalaureate certificates 0 0 0

0 2 2

160402 Russian Language and LiteratureBachelor's degrees 4 9 8

4 9 8



160501 German Language and LiteratureBachelor's degrees 13 16 15Master's degrees 3 6 5Doctor's degrees 0 0 0

16 22 20

160900 Romance Languages, Literatures, and Linguistics, GeneralBachelor's degrees 0 4 3Master's degrees 2 8 5Doctor's degrees 0 2 1

2 14 9

160901 French Language and LiteratureBachelor's degrees 30 46 40Master's degrees 3 2 2Doctor's degrees 0 0 1

33 48 43

160902 Italian Language and LiteratureBachelor's degrees 2 10 8

2 10 8

160904 Portuguese Language and LiteratureMaster's degrees 0 2 1

0 2 1

160905 Spanish Language and LiteratureBachelor's degrees 94 117 117Master's degrees 4 2 2Doctor's degrees 2 6 6

100 125 125

160999 Romance Languages, Literatures, and Linguistics, OtherMaster's degrees 2 0 2

2 0 2

161103 Ancient Near Eastern and Biblical Languages, Literatures, and LinguisticsBachelor's degrees 2 2 0

2 2 0

161200 Classics and Classical Languages, Literatures, and Linguistics, GeneralBachelor's degrees 13 25 19Master's degrees 1 4 3

14 29 22

161202 Ancient/Classical Greek Language and LiteratureBachelor's degrees 0 0 0

0 0 0

161203 Latin Language and LiteratureBachelor's degrees 1 1 2Master's degrees 0 0 0

1 1 2



DEMAND

161299 Classics and Classical Languages, Literatures, and Linguistics, OtherBachelor's degrees 0 2 2

0 2 2

161601 American Sign Language (ASL)Bachelor's degrees 3 14 10

3 14 10

161603 Sign Language Interpretation and TranslationAssociate's degrees 11 0 5Bachelor's degrees 8 11 10

19 11 15

169999 Foreign Languages, Literatures, and Linguistics, OtherDoctor's degrees 0 0 0

0 0 0


28 36 33

250301 Library and Archives AssistingAwards of less than 1 academic year 1 4 2

1 4 2

301401 Museology/Museum StudiesBachelor's degrees 1 1 1Postbaccalaureate certificates 2 11 8

3 12 9

500703 Art History, Criticism and ConservationBachelor's degrees 22 64 52Master's degrees 4 2 1

26 66 53


0 5 4


Master's degree211012 Educational, Guidance, School, and Vocational Counselors 170

Bachelor's degree254011 Archivists 5

Master's degree254012 Curators 10

Bachelor's degree254013 Museum Technicians and Conservators 5

Master's degree254021 Librarians 100

Postsecondary non-degree award254031 Library Technicians 85

1,479 3,261 2,7285.2 TOTAL SUPPLY







Bachelor's degree259011 Audio-Visual and Multimedia Collections Specialists 0

Master's degree259031 Instructional Coordinators 75

Bachelor's degree273091 Interpreters and Translators 60

5105.2 TOTAL DEMAND



Career Path: 5.3 Teaching/Training

SUPPLY



38 43 37

010101 Agricultural Business and Management, GeneralBachelor's degrees 1 2 2Master's degrees 2 8 6

3 10 8

010102 Agribusiness/Agricultural Business OperationsBachelor's degrees 13 18 17

13 18 17

010103 Agricultural EconomicsMaster's degrees 4 2 2

4 2 2


6 2 3

010507 Equestrian/Equine StudiesAssociate's degrees 0 2 2

0 2 2


1 2 1


10 27 13


2 7 5


0 0 0

010801 Agricultural and Extension Education ServicesMaster's degrees 0 3 3

0 3 3




24 30 27

011001 Food ScienceBachelor's degrees 5 10 9YesMaster's degrees 3 6 5YesDoctor's degrees 1 0 0Yes

9 16 14


16 26 23


1 0 0


4 10 9

030103 Environmental StudiesBachelor's degrees 11 0 0YesMaster's degrees 3 0 0YesDoctor's degrees 1 4 3Yes

15 4 3

030104 Environmental ScienceBachelor's degrees 5 38 29YesMaster's degrees 1 8 7Yes

6 46 36


9 12 12

030299 Natural Resources Management and Policy, OtherPostbaccalaureate certificates 1 15 12Master's degrees 2 31 24

3 46 36


7 4 5




1 0 0

030599 Forestry, OtherBachelor's degrees 1 0 0

1 0 0


14 14 14


22 35 32

040301 City/Urban, Community and Regional PlanningPostbaccalaureate certificates 0 0 0Master's degrees 6 1 3

6 1 3


2 8 5

050102 American/United States Studies/CivilizationBachelor's degrees 15 25 27

15 25 27

050103 Asian Studies/CivilizationBachelor's degrees 3 17 13

3 17 13

050104 East Asian StudiesBachelor's degrees 6 8 6

6 8 6

050106 European Studies/CivilizationBachelor's degrees 8 30 25

8 30 25

050107 Latin American StudiesBachelor's degrees 8 21 18Master's degrees 5 5 5

13 26 23

050110 Russian StudiesBachelor's degrees 2 1 1

2 1 1

050114 Western European StudiesBachelor's degrees 1 1 0

1 1 0



050122 Regional Studies (US., Canadian, Foreign)Bachelor's degrees 1 0 0

1 0 0

050199 Area Studies, OtherBachelor's degrees 2 0 0

2 0 0

050201 African-American/Black StudiesBachelor's degrees 10 35 27Postbaccalaureate certificates 2 15 12

12 50 39

050207 Women's StudiesBachelor's degrees 8 42 35Postbaccalaureate certificates 2 16 11Master's degrees 1 8 5

11 66 51

050299 Ethnic, Cultural Minority, Gender, and Group Studies, OtherBachelor's degrees 24 371 271

24 371 271


4 57 44


70 135 107

090102 Mass Communication/Media StudiesAssociate's degrees 0 0 0Bachelor's degrees 235 253 229Master's degrees 19 53 40Doctor's degrees 3 18 13

257 324 282

090401 JournalismBachelor's degrees 108 237 237Master's degrees 8 5 7

116 242 244

090402 Broadcast JournalismBachelor's degrees 9 0 0

9 0 0

090499 Journalism, OtherAssociate's degrees 0 0 0Bachelor's degrees 20 0 0

20 0 0




17 0 0


5 24 15

090900 Public Relations, Advertising, and Applied CommunicationBachelor's degrees 0 2 1

0 2 1

090902 Public Relations/Image ManagementBachelor's degrees 25 68 50

25 68 50

090903 AdvertisingBachelor's degrees 48 8 26

48 8 26


1 11 8

090908 Technical and Scientific CommunicationBachelor's degrees 1 8 6

1 8 6

099999 Communication, Journalism, and Related Programs, OtherAssociate's degrees 0 0 0Bachelor's degrees 11 30 24

11 30 24


56 65 68

110201 Computer Programming/Programmer, GeneralAwards of less than 1 academic year 0 1 1YesAwards of at least 1 but less than 2 academic years 0 0 0YesAssociate's degrees 4 0 0YesBachelor's degrees 0 1 1YesMaster's degrees 0 1 1Yes

4 3 3




5 13 12

110501 Computer Systems Analysis/AnalystAwards of less than 1 academic year 5 0 0YesAwards of at least 1 but less than 2 academic years 8 0 0YesAwards of at least 2 but less than 4 academic years 0 0 0YesBachelor's degrees 0 1 0Yes

13 1 0


43 38 42

130101 Education, GeneralAssociate's degrees 87 1,096 738Bachelor's degrees 53 0 0Postbaccalaureate certificates 0 0 0Master's degrees 601 293 460Post-master's certificates 34 0 3Doctor's degrees 37 0 15

812 1,389 1,216

130201 Bilingual and Multilingual EducationMaster's degrees 7 59 47

7 59 47

130701 International and Comparative EducationMaster's degrees 5 40 29

5 40 29

131001 Special Education and Teaching, GeneralBachelor's degrees 191 172 178Master's degrees 124 228 175Doctor's degrees 5 21 15

320 421 368

131003 Education/Teaching of Individuals with Hearing Impairments Including DeafnessMaster's degrees 1 8 5

1 8 5

131011 Education/Teaching of Individuals with Specific Learning DisabilitiesBachelor's degrees 1 1 2

1 1 2



131012 Education/Teaching of Individuals with Speech or Language ImpairmentsBachelor's degrees 0 1 1

0 1 1

131015 Education/Teaching of Individuals in Early Childhood Special Education ProgramsBachelor's degrees 0 0 0

0 0 0

131099 Special Education and Teaching, OtherBachelor's degrees 10 18 18Master's degrees 2 3 5

12 21 23

131201 Adult and Continuing Education and TeachingMaster's degrees 22 69 44

22 69 44

131202 Elementary Education and TeachingAwards of at least 1 but less than 2 academic years 1 0 0Associate's degrees 6 24 20Bachelor's degrees 372 546 455Postbaccalaureate certificates 28 79 38Master's degrees 180 155 118Doctor's degrees 0 0 0

587 804 631

131203 Junior High/Intermediate/Middle School Education and TeachingBachelor's degrees 19 89 68Postbaccalaureate certificates 1 6 4

20 95 72

131205 Secondary Education and TeachingAssociate's degrees 2 0 0Bachelor's degrees 73 170 142Postbaccalaureate certificates 0 5 4Master's degrees 155 471 370

230 646 516

131206 Teacher Education, Multiple LevelsAwards of at least 2 but less than 4 academic years 1 7 5Bachelor's degrees 211 1,128 880Postbaccalaureate certificates 4 0 0Master's degrees 123 449 357

339 1,584 1,242

131209 Kindergarten/Preschool Education and TeachingBachelor's degrees 29 170 101Master's degrees 3 0 0

32 170 101



131210 Early Childhood Education and TeachingAwards of less than 1 academic year 1 7 5Awards of at least 1 but less than 2 academic years 2 15 10Associate's degrees 1 3 2Bachelor's degrees 88 379 271Master's degrees 10 11 4Doctor's degrees 0 0 0

102 415 292

131299 Teacher Education and Professional Development, Specific LevBachelor's degrees 24 0 12Postbaccalaureate certificates 2 4 4Master's degrees 45 199 160Post-master's certificates 8 14 5Doctor's degrees 2 13 10

81 230 191

131301 Agricultural Teacher EducationBachelor's degrees 10 6 5Master's degrees 7 0 0

17 6 5

131302 Art Teacher EducationBachelor's degrees 22 37 29Master's degrees 4 46 36

26 83 65

131303 Business Teacher EducationBachelor's degrees 21 0 0Postbaccalaureate certificates 1 4 3Master's degrees 16 42 37

38 46 40

131304 Driver and Safety Teacher EducationMaster's degrees 3 4 7Post-master's certificates 0 0 0

3 4 7

131305 English/Language Arts Teacher EducationBachelor's degrees 38 23 21Postbaccalaureate certificates 2 11 8Master's degrees 2 2 2Doctor's degrees 0 0 0

42 36 31

131306 Foreign Language Teacher EducationBachelor's degrees 0 0 0Master's degrees 7 3 3

7 3 3



131307 Health Teacher EducationBachelor's degrees 49 126 98Master's degrees 2 0 0Doctor's degrees 0 0 0

51 126 98

131308 Family and Consumer Sciences/Home Economics Teacher EducationBachelor's degrees 2 0 0Master's degrees 2 0 0

4 0 0

131309 Technology Teacher Education/Industrial Arts Teacher EducationAssociate's degrees 9 45 36Bachelor's degrees 4 0 0Master's degrees 1 0 0

14 45 36

131310 Sales and Marketing Operations/Marketing and Distribution Teacher EducationBachelor's degrees 0 0 0

0 0 0

131311 Mathematics Teacher EducationBachelor's degrees 20 27 23Postbaccalaureate certificates 0 0 0Master's degrees 7 22 18

27 49 41

131312 Music Teacher EducationAssociate's degrees 0 0 0Bachelor's degrees 54 94 85Master's degrees 10 33 25

64 127 110

131314 Physical Education Teaching and CoachingBachelor's degrees 40 38 38

40 38 38

131315 Reading Teacher EducationPostbaccalaureate certificates 1 4 3Master's degrees 43 73 58Doctor's degrees 0 0 0

44 77 61

131316 Science Teacher Education/General Science Teacher EducationBachelor's degrees 5 4 4Master's degrees 1 0 0

6 4 4

131318 Social Studies Teacher EducationBachelor's degrees 17 0 2Master's degrees 0 0 0

17 0 2



131319 Technical Teacher EducationBachelor's degrees 23 0 0Master's degrees 15 0 0

38 0 0

131320 Trade and Industrial Teacher EducationAwards of less than 1 academic year 0 0 0

0 0 0

131321 Computer Teacher EducationMaster's degrees 1 8 7

1 8 7

131322 Biology Teacher EducationBachelor's degrees 8 11 10Postbaccalaureate certificates 1 7 5Master's degrees 1 0 0

10 18 15

131323 Chemistry Teacher EducationBachelor's degrees 0 0 0Postbaccalaureate certificates 0 1 0

0 1 0

131324 Drama and Dance Teacher EducationBachelor's degrees 0 1 0

0 1 0

131325 French Language Teacher EducationBachelor's degrees 1 2 2

1 2 2

131326 German Language Teacher EducationBachelor's degrees 0 0 0

0 0 0

131327 Health Occupations Teacher EducationMaster's degrees 1 0 0

1 0 0

131328 History Teacher EducationBachelor's degrees 34 90 71Postbaccalaureate certificates 1 6 4

35 96 75

131329 Physics Teacher EducationBachelor's degrees 0 2 1

0 2 1

131330 Spanish Language Teacher EducationBachelor's degrees 4 6 5

4 6 5

131331 Speech Teacher EducationBachelor's degrees 0 2 1

0 2 1



131332 Geography Teacher EducationBachelor's degrees 1 0 0

1 0 0

131335 Psychology Teacher EducationBachelor's degrees 1 0 0

1 0 0

131399 Teacher Education and Professional Development, Specific SubBachelor's degrees 6 0 0Master's degrees 5 0 0

11 0 0

131401 Teaching English as a Second or Foreign Language/ESL Language InstructorBachelor's degrees 6 18 14Postbaccalaureate certificates 7 67 50Master's degrees 36 204 147

49 289 211

140101 Engineering, GeneralAssociate's degrees 2 17 15YesBachelor's degrees 40 0 4YesMaster's degrees 9 12 11YesDoctor's degrees 6 10 7Yes

57 39 37

140201 Aerospace, Aeronautical and Astronautical/Space EngineeringBachelor's degrees 9 24 20YesMaster's degrees 3 6 5YesDoctor's degrees 1 2 1Yes

13 32 26


3 6 5

140401 Architectural EngineeringBachelor's degrees 5 1 3YesPostbaccalaureate certificates 0 0 0Yes

5 1 3

140501 Bioengineering and Biomedical EngineeringBachelor's degrees 23 28 23YesMaster's degrees 9 14 13YesDoctor's degrees 3 4 4Yes

35 46 40

140701 Chemical EngineeringBachelor's degrees 40 93 79YesMaster's degrees 7 0 0YesDoctor's degrees 4 9 7Yes

51 102 86




81 151 127

140901 Computer Engineering, GeneralBachelor's degrees 15 0 6YesMaster's degrees 2 8 6YesDoctor's degrees 0 2 1Yes

17 10 13

141001 Electrical and Electronics EngineeringBachelor's degrees 90 49 70YesMaster's degrees 39 13 23YesDoctor's degrees 8 14 11Yes

137 76 104

141099 Electrical, Electronics and Communications Engineering, OtherAwards of less than 1 academic year 0 7 5Yes

0 7 5

141101 Engineering MechanicsBachelor's degrees 2 0 0Yes

2 0 0


1 0 0

141301 Engineering ScienceBachelor's degrees 25 53 35YesMaster's degrees 4 4 3YesDoctor's degrees 1 0 0Yes

30 57 38


6 7 6


7 13 11


104 194 167



142001 Metallurgical EngineeringMaster's degrees 0 0 0YesDoctor's degrees 0 0 0Yes

0 0 0

142301 Nuclear EngineeringBachelor's degrees 10 38 27YesPostbaccalaureate certificates 1 6 4YesMaster's degrees 6 14 11YesDoctor's degrees 2 5 5Yes

19 63 47

142701 Systems EngineeringDoctor's degrees 1 3 2Yes

1 3 2

143201 Polymer/Plastics EngineeringMaster's degrees 1 0 0YesDoctor's degrees 1 0 0Yes

2 0 0


20 10 10

144201 Mechatronics, Robotics, and Automation EngineeringAwards of less than 1 academic year 0 2 1YesAwards of at least 2 but less than 4 academic years 0 2 1Yes

0 4 2

149999 Engineering, OtherAssociate's degrees 0 0 0YesBachelor's degrees 0 0 0YesMaster's degrees 10 11 15Yes

10 11 15

160101 Foreign Languages and Literatures, GeneralBachelor's degrees 61 139 116Doctor's degrees 2 2 3

63 141 119

160102 LinguisticsBachelor's degrees 0 2 2Postbaccalaureate certificates 0 0 0

0 2 2

160104 Comparative LiteratureBachelor's degrees 1 0 0Master's degrees 1 0 0Doctor's degrees 1 0 0

3 0 0



160402 Russian Language and LiteratureBachelor's degrees 4 9 8

4 9 8

160501 German Language and LiteratureBachelor's degrees 13 16 15Master's degrees 3 6 5Doctor's degrees 0 0 0

16 22 20

160900 Romance Languages, Literatures, and Linguistics, GeneralBachelor's degrees 0 4 3Master's degrees 2 8 5Doctor's degrees 0 2 1

2 14 9

160901 French Language and LiteratureBachelor's degrees 30 46 40Master's degrees 3 2 2Doctor's degrees 0 0 1

33 48 43

160902 Italian Language and LiteratureBachelor's degrees 2 10 8

2 10 8

160904 Portuguese Language and LiteratureMaster's degrees 0 2 1

0 2 1

160905 Spanish Language and LiteratureBachelor's degrees 94 117 117Master's degrees 4 2 2Doctor's degrees 2 6 6

100 125 125

160999 Romance Languages, Literatures, and Linguistics, OtherMaster's degrees 2 0 2

2 0 2

161103 Ancient Near Eastern and Biblical Languages, Literatures, and LinguisticsBachelor's degrees 2 2 0

2 2 0

161200 Classics and Classical Languages, Literatures, and Linguistics, GeneralBachelor's degrees 13 25 19Master's degrees 1 4 3

14 29 22

161202 Ancient/Classical Greek Language and LiteratureBachelor's degrees 0 0 0

0 0 0



161203 Latin Language and LiteratureBachelor's degrees 1 1 2Master's degrees 0 0 0

1 1 2

161299 Classics and Classical Languages, Literatures, and Linguistics, OtherBachelor's degrees 0 2 2

0 2 2

169999 Foreign Languages, Literatures, and Linguistics, OtherDoctor's degrees 0 0 0

0 0 0

190000 Work and Family StudiesBachelor's degrees 3 0 0

3 0 0

190101 Family and Consumer Sciences/Human Sciences, GeneralBachelor's degrees 211 0 25Master's degrees 13 38 34Doctor's degrees 11 0 0

235 38 59

190203 Consumer Merchandising/Retailing ManagementBachelor's degrees 0 2 1

0 2 1

190401 Family Resource Management Studies, GeneralBachelor's degrees 60 110 94

60 110 94

190402 Consumer EconomicsBachelor's degrees 68 0 13Master's degrees 6 0 0

74 0 13

190403 Consumer Services and AdvocacyBachelor's degrees 2 2 0

2 2 0

190499 Family and Consumer Economics and Related Services, OtherBachelor's degrees 0 0 0

0 0 0

190505 Foodservice Systems Administration/ManagementAwards of less than 1 academic year 1 3 2Bachelor's degrees 0 0 0

1 3 2

190601 Housing and Human Environments, GeneralAwards of at least 1 but less than 2 academic years 1 19 15Bachelor's degrees 3 0 0

4 19 15



190701 Human Development and Family Studies, GeneralBachelor's degrees 85 116 112Master's degrees 28 12 16Doctor's degrees 1 8 6

114 136 134

190704 Family SystemsBachelor's degrees 33 0 0

33 0 0

190706 Child DevelopmentAwards of less than 1 academic year 90 300 248Awards of at least 1 but less than 2 academic years 9 61 43Associate's degrees 101 221 228Bachelor's degrees 75 181 150Master's degrees 5 21 13

280 784 682

190708 Child Care and Support Services ManagementAwards of less than 1 academic year 14 27 27Awards of at least 1 but less than 2 academic years 19 28 24

33 55 51

190799 Human Development, Family Studies, and Related Services, OthAwards of less than 1 academic year 16 0 0Associate's degrees 1 11 8

17 11 8

190901 Apparel and Textiles, GeneralAssociate's degrees 0 0 0Bachelor's degrees 39 54 43

39 54 43

220000 Legal Studies, GeneralBachelor's degrees 6 35 29

6 35 29

220101 LawFirst-professional degrees 239 240 239

239 240 239

230101 English Language and Literature, GeneralAssociate's degrees 0 0 0Bachelor's degrees 852 937 883Master's degrees 124 172 161Doctor's degrees 19 51 41

995 1,160 1,085

231301 Writing, GeneralBachelor's degrees 1 14 11

1 14 11



231302 Creative WritingBachelor's degrees 1 2 1Master's degrees 6 23 17

7 25 18

231303 Professional, Technical, Business, and Scientific WritingAwards of less than 1 academic year 0 0 0Awards of at least 1 but less than 2 academic years 0 0 0Bachelor's degrees 4 9 8

4 9 8

231304 Rhetoric and CompositionBachelor's degrees 2 24 19

2 24 19

239999 English Language and Literature/Letters, OtherBachelor's degrees 0 1 0

0 1 0

240101 Liberal Arts and Sciences/Liberal StudiesAwards of at least 1 but less than 2 academic years 1 0 1Associate's degrees 3,106 6,399 5,361Bachelor's degrees 553 1,831 1,392Master's degrees 34 68 57

3,694 8,298 6,811

240102 General StudiesAssociate's degrees 126 231 203Bachelor's degrees 174 322 229Master's degrees 15 202 149

315 755 581

240103 Humanities/Humanistic StudiesAssociate's degrees 1 1 2Bachelor's degrees 18 47 40

19 48 42

240199 Liberal Arts and Sciences, General Studies and Humanities, OAwards of less than 1 academic year 2 1 0Awards of at least 1 but less than 2 academic years 29 55 47Associate's degrees 11 48 44Bachelor's degrees 5 13 10

47 117 101


28 36 33


348 570 492




14 48 38


0 0 0


8 58 32


2 0 0


0 2 2


1 0 0


0 0 0


1 1 0


3 0 0


1 1 0



260701 Zoology/Animal BiologyBachelor's degrees 1 1 1YesMaster's degrees 0 0 0YesDoctor's degrees 0 0 0Yes

1 1 1


1 0 0

260799 Zoology/Animal Biology, OtherMaster's degrees 0 0 1YesDoctor's degrees 1 2 3Yes

1 2 4


1 1 1


4 11 9


0 0 0


1 1 2


1 4 3


1 4 3


3 3 3

261309 EpidemiologyPostbaccalaureate certificates 1 2 1YesMaster's degrees 3 5 6Yes

4 7 7




0 5 4


1 0 0


18 56 45


12 39 34


110 143 140


2 3 2


8 11 11

302301 Intercultural/Multicultural and Diversity StudiesBachelor's degrees 2 1 0Master's degrees 5 5 0

7 6 0

303301 Sustainability StudiesBachelor's degrees 0 3 3Yes

0 3 3

310101 Parks, Recreation and Leisure StudiesBachelor's degrees 8 1 3Master's degrees 2 0 1

10 1 4



310501 Health and Physical Education/Fitness, GeneralAssociate's degrees 0 0 0Bachelor's degrees 112 218 184Master's degrees 51 55 53Doctor's degrees 2 1 1

165 274 238

310504 Sport and Fitness Administration/ManagementBachelor's degrees 75 216 171Master's degrees 11 48 36

86 264 207

380001 Philosophy and Religious Studies, GeneralMaster's degrees 3 37 29Doctor's degrees 8 143 110

11 180 139

380101 PhilosophyBachelor's degrees 122 212 186Master's degrees 16 9 9Doctor's degrees 11 0 3

149 221 198

380103 EthicsBachelor's degrees 4 5 5

4 5 5

380199 Philosophy, OtherDoctor's degrees 1 12 9

1 12 9

380201 Religion/Religious StudiesBachelor's degrees 123 0 26Master's degrees 31 53 44Doctor's degrees 13 14 14

167 67 84

380203 Christian StudiesAwards of less than 1 academic year 1 0 0Associate's degrees 2 5 3Bachelor's degrees 13 43 31

16 48 34

380206 Jewish/Judaic StudiesBachelor's degrees 1 8 6

1 8 6

380299 Religion/Religious Studies, OtherBachelor's degrees 4 13 9

4 13 9

389999 Philosophy and Religious Studies, OtherAssociate's degrees 1 0 0Bachelor's degrees 20 33 31

21 33 31



390201 Bible/Biblical StudiesAwards of at least 1 but less than 2 academic years 1 0 0Associate's degrees 11 8 10Bachelor's degrees 105 104 101Postbaccalaureate certificates 0 4 3Master's degrees 17 34 29

134 150 143

390301 Missions/Missionary Studies and MissiologyAssociate's degrees 0 0 0Bachelor's degrees 9 12 13Master's degrees 0 2 1

9 14 14

390401 Religious EducationBachelor's degrees 17 0 0Postbaccalaureate certificates 0 1 1Master's degrees 7 34 23Doctor's degrees 0 0 0First-professional degrees 0 0 0

24 35 24

390501 Religious/Sacred MusicBachelor's degrees 4 18 13Master's degrees 0 4 2

4 22 15

390601 Theology/Theological StudiesAwards of at least 1 but less than 2 academic years 0 0 0Associate's degrees 0 0 0Awards of at least 2 but less than 4 academic years 0 0 0Bachelor's degrees 24 42 40Postbaccalaureate certificates 1 2 1Master's degrees 49 60 50Doctor's degrees 5 0 1

79 104 92

390602 Divinity/MinistryBachelor's degrees 1 17 13Master's degrees 21 282 196Post-master's certificates 0 2 2First-professional degrees 62 0 0First-professional certificates 2 2 1

86 303 212

390604 Pre-Theology/Pre-Ministerial StudiesAwards of less than 1 academic year 0 0 0Awards of at least 1 but less than 2 academic years 0 1 1Associate's degrees 0 0 0Awards of at least 2 but less than 4 academic years 0 0 0Bachelor's degrees 6 9 4

6 10 5



390699 Theological and Ministerial Studies, OtherAssociate's degrees 0 0 0Bachelor's degrees 5 0 0Master's degrees 5 17 13Doctor's degrees 4 10 9

14 27 22

390701 Pastoral Studies/CounselingAssociate's degrees 0 0 0Bachelor's degrees 10 36 22Master's degrees 0 0 0

10 36 22

400101 Physical SciencesBachelor's degrees 7 0 0Yes

7 0 0


109 174 146


0 0 0


1 5 4


29 68 56


0 0 0


35 66 53


0 0 0




0 1 1

401001 Materials ScienceMaster's degrees 0 0 0YesDoctor's degrees 1 5 4Yes

1 5 4


571 855 770


2 0 1


15 34 32


0 1 1


0 2 2


0 2 2


1 2 1


40 87 69


7 11 9




5 17 13


20 27 28


3 44 34


28 0 2


183 782 570

430104 Criminal Justice/Safety StudiesAwards of at least 1 but less than 2 academic years 0 0 0Associate's degrees 12 54 44Bachelor's degrees 9 21 15

21 75 59

430106 Forensic Science and TechnologyBachelor's degrees 0 2 1YesPostbaccalaureate certificates 1 6 5Yes

1 8 6

430107 Criminal Justice/Police ScienceAwards of less than 1 academic year 57 148 126Awards of at least 1 but less than 2 academic years 0 0 0Associate's degrees 28 18 18

85 166 144

430109 Security and Loss Prevention ServicesAwards of less than 1 academic year 0 0 0

0 0 0

430199 Corrections and Criminal Justice, OtherAssociate's degrees 4 16 11Bachelor's degrees 10 90 72

14 106 83



440501 Public Policy Analysis, GeneralBachelor's degrees 3 13 8Master's degrees 1 0 0

4 13 8

440502 Education Policy AnalysisMaster's degrees 2 25 19

2 25 19

440701 Social WorkBachelor's degrees 87 168 141Postbaccalaureate certificates 0 0 0Master's degrees 56 112 96Doctor's degrees 1 2 2

144 282 239


75 64 69


56 78 72


0 1 1


1 2 2


140 144 148


1 14 11


2 4 4


1 0 0




21 27 27


6 13 11


0 0 1


22 57 47


236 366 316


0 2 1


0 2 2


141 153 151


2 0 1

490205 Truck and Bus Driver/Commercial Vehicle Operator and InstructorAwards of less than 1 academic year 140 0 34Awards of at least 1 but less than 2 academic years 13 0 3

153 0 37


12 20 16




0 5 4

500401 Design and Visual Communications, GeneralAssociate's degrees 6 75 59Bachelor's degrees 9 35 29Master's degrees 2 0 0

17 110 88

500406 Commercial PhotographyAwards of less than 1 academic year 1 10 7Associate's degrees 14 79 58Bachelor's degrees 0 4 3

15 93 68

500408 Interior DesignAssociate's degrees 17 18 12Bachelor's degrees 36 72 58

53 90 70

500409 Graphic DesignAwards of less than 1 academic year 0 0 0Associate's degrees 5 18 11Bachelor's degrees 12 72 50Postbaccalaureate certificates 0 0 0

17 90 61

500501 Drama and Dramatics/Theatre Arts, GeneralAssociate's degrees 0 0 0Bachelor's degrees 92 71 74Master's degrees 6 8 7

98 79 81

500502 Technical Theatre/Theatre Design and TechnologyBachelor's degrees 0 0 1

0 0 1

500507 Directing and Theatrical ProductionBachelor's degrees 0 2 1

0 2 1

500599 Dramatic/Theatre Arts and Stagecraft, OtherBachelor's degrees 1 1 2

1 1 2

500601 Film/Cinema/Video StudiesAwards of less than 1 academic year 2 30 23Bachelor's degrees 3 24 18

5 54 41




12 35 30

500605 PhotographyAwards of less than 1 academic year 5 0 0Awards of at least 1 but less than 2 academic years 1 8 6Associate's degrees 3 24 18Bachelor's degrees 5 18 15

14 50 39

500699 Film/Video and Photographic Arts, OtherBachelor's degrees 1 13 10

1 13 10


81 73 77

500702 Fine/Studio Arts, GeneralAssociate's degrees 1 0 0Bachelor's degrees 76 130 110Master's degrees 8 0 0

85 130 110

500703 Art History, Criticism and ConservationBachelor's degrees 22 64 52Master's degrees 4 2 1

26 66 53

500706 Intermedia/MultimediaMaster's degrees 1 8 6

1 8 6

500708 PaintingBachelor's degrees 0 4 3

0 4 3

500799 Fine Arts and Art Studies, OtherBachelor's degrees 2 0 0Master's degrees 1 0 0

3 0 0



500901 Music, GeneralAssociate's degrees 1 0 0Bachelor's degrees 110 154 149Postbaccalaureate certificates 0 1 1Master's degrees 35 58 49Doctor's degrees 4 8 7

150 221 206

500902 Music History, Literature, and TheoryBachelor's degrees 6 0 0

6 0 0

500903 Music Performance, GeneralAwards of at least 1 but less than 2 academic years 1 9 6Bachelor's degrees 37 100 81Master's degrees 4 18 15

42 127 102

500904 Music Theory and CompositionBachelor's degrees 3 14 10

3 14 10

500907 Keyboard InstrumentsBachelor's degrees 1 6 4

1 6 4

500908 Voice and OperaBachelor's degrees 2 8 6

2 8 6

500911 Stringed InstrumentsBachelor's degrees 2 8 5

2 8 5

500912 Music PedagogyBachelor's degrees 0 0 1Postbaccalaureate certificates 0 1 1Master's degrees 1 4 3

1 5 5


1 18 14

500914 Brass InstrumentsBachelor's degrees 0 1 1

0 1 1

500915 Woodwind InstrumentsBachelor's degrees 0 3 2

0 3 2



500916 Percussion InstrumentsBachelor's degrees 0 2 1

0 2 1

500999 Music, OtherAwards of less than 1 academic year 0 4 3Awards of at least 1 but less than 2 academic years 8 8 7Bachelor's degrees 23 75 54Master's degrees 2 0 0

33 87 64

501003 Music ManagementAwards of at least 1 but less than 2 academic years 0 1 1Bachelor's degrees 227 205 206

227 206 207


0 0 0

509999 Visual and Performing Arts, OtherAwards of at least 1 but less than 2 academic years 0 0 0Bachelor's degrees 1 0 0Master's degrees 2 0 0

3 0 0

510201 Communication Sciences and Disorders, GeneralBachelor's degrees 1 2 2

1 2 2

510202 Audiology/AudiologistBachelor's degrees 4 4 4Master's degrees 4 0 0Doctor's degrees 9 35 23

17 39 27

510203 Speech-Language Pathology/PathologistAssociate's degrees 1 0 0Bachelor's degrees 16 14 13Master's degrees 16 38 29

33 52 42

510204 Audiology/Audiologist and Speech-Language Pathology/PathologistBachelor's degrees 5 0 0Master's degrees 41 16 25Doctor's degrees 4 3 4

50 19 29

510401 DentistryFirst-professional degrees 62 78 73

62 78 73

510501 Dental Clinical Sciences, GeneralMaster's degrees 3 7 6

3 7 6



510601 Dental Assisting/AssistantAwards of less than 1 academic year 93 246 186Awards of at least 1 but less than 2 academic years 84 611 403Associate's degrees 14 86 61

191 943 650

510602 Dental Hygiene/HygienistAssociate's degrees 33 60 54Awards of at least 2 but less than 4 academic years 1 0 0Bachelor's degrees 32 64 56Master's degrees 1 9 6

67 133 116

510603 Dental Laboratory Technology/TechnicianAwards of less than 1 academic year 4 18 13Awards of at least 1 but less than 2 academic years 11 12 11

15 30 24

510802 Clinical/Medical Laboratory AssistantAwards of less than 1 academic year 1 2 3Awards of at least 1 but less than 2 academic years 3 32 25

4 34 28

510803 Occupational Therapist AssistantAssociate's degrees 16 38 28

16 38 28

510805 Pharmacy Technician/AssistantAwards of less than 1 academic year 54 316 233Awards of at least 1 but less than 2 academic years 100 306 244Associate's degrees 17 76 53

171 698 530

510808 Veterinary/Animal Health Technology/Technician and Veterinary AssistantAwards of less than 1 academic year 1 8 6Awards of at least 1 but less than 2 academic years 2 20 15Associate's degrees 15 24 20Bachelor's degrees 0 2 1

18 54 42

510901 Cardiovascular Technology/TechnologistAwards of at least 1 but less than 2 academic years 2 15 11Associate's degrees 7 10 7

9 25 18

510904 Emergency Medical Technology/Technician (EMT Paramedic)Awards of less than 1 academic year 165 519 414Awards of at least 1 but less than 2 academic years 69 219 178Associate's degrees 3 15 12

237 753 604



510905 Nuclear Medical Technology/TechnologistAwards of at least 1 but less than 2 academic years 11 32 22Bachelor's degrees 6 0 2

17 32 24

510907 Medical Radiologic Technology/Science - Radiation TherapistAwards of less than 1 academic year 12 17 9Awards of at least 1 but less than 2 academic years 8 39 31Associate's degrees 55 26 33Awards of at least 2 but less than 4 academic years 6 26 16Bachelor's degrees 2 7 4

83 115 93

510908 Respiratory Care Therapy/TherapistAwards of less than 1 academic year 2 0 0Awards of at least 1 but less than 2 academic years 8 66 30Associate's degrees 58 48 54Bachelor's degrees 9 15 10

77 129 94

510909 Surgical Technology/TechnologistAwards of less than 1 academic year 2 4 1Awards of at least 1 but less than 2 academic years 105 10,604 656Associate's degrees 43 0 0

150 10,608 657

510910 Diagnostic Medical Sonography/Sonographer and Ultrasound TechnicianAwards of less than 1 academic year 5 4 3Awards of at least 1 but less than 2 academic years 4 0 1Bachelor's degrees 5 0 0

14 4 4

510912 Physician AssistantAssociate's degrees 0 0 0Bachelor's degrees 0 0 0Master's degrees 25 64 52

25 64 52

511001 Blood Bank Technology SpecialistAwards of less than 1 academic year 14 24 20

14 24 20

511002 Cytotechnology/CytotechnologistBachelor's degrees 2 0 0YesMaster's degrees 1 2 1Yes

3 2 1

511004 Clinical/Medical Laboratory TechnicianAssociate's degrees 26 49 39Bachelor's degrees 1 0 0

27 49 39



511005 Clinical Laboratory Science/Medical Technology/TechnologistAwards of at least 2 but less than 4 academic years 0 0 0YesBachelor's degrees 19 34 29Yes

19 34 29

511503 Clinical/Medical Social WorkBachelor's degrees 0 0 0

0 0 0

511505 Marriage and Family Therapy/CounselingMaster's degrees 12 40 29

12 40 29

512001 PharmacyFirst-professional degrees 71 266 211

71 266 211

512099 Pharmacy, Pharmaceutical Sciences, and Administration, OtherAwards of at least 1 but less than 2 academic years 0 0 0

0 0 0

512201 Public Health, GeneralBachelor's degrees 10 2 3Postbaccalaureate certificates 0 2 1Master's degrees 24 58 47Doctor's degrees 0 1 1

34 63 52

512202 Environmental HealthAssociate's degrees 1 2 1YesBachelor's degrees 3 0 0YesMaster's degrees 1 0 0Yes

5 2 1

512205 Health/Medical PhysicsMaster's degrees 2 7 4Yes

2 7 4

512206 Occupational Health and Industrial HygieneAwards of less than 1 academic year 0 0 0

0 0 0

512207 Public Health Education and PromotionBachelor's degrees 0 0 0

0 0 0

512212 Behavioral Aspects of HealthMaster's degrees 0 1 1Doctor's degrees 0 2 2

0 3 3

512301 Art Therapy/TherapistBachelor's degrees 0 0 0

0 0 0



512305 Music Therapy/TherapistBachelor's degrees 0 0 0

0 0 0

512306 Occupational Therapy/TherapistAssociate's degrees 2 10 8Bachelor's degrees 12 0 0Master's degrees 28 86 61Post-master's certificates 2 1 3Doctor's degrees 12 44 39

56 141 111

512308 Physical Therapy/TherapistAssociate's degrees 2 6 3Bachelor's degrees 14 0 0Master's degrees 16 0 0Doctor's degrees 50 185 136First-professional degrees 2 18 12

84 209 151

512310 Vocational Rehabilitation Counseling/CounselorMaster's degrees 0 0 0

0 0 0

512401 Veterinary MedicineFirst-professional degrees 32 38 36

32 38 36

512501 Veterinary Sciences/Veterinary Clinical Sciences, GeneralBachelor's degrees 1 4 2

1 4 2

513501 Massage Therapy/Therapeutic MassageAwards of less than 1 academic year 39 202 170Awards of at least 1 but less than 2 academic years 66 212 181Associate's degrees 42 0 0

147 414 351

513801 Registered Nursing/Registered NurseAssociate's degrees 557 1,192 958Awards of at least 2 but less than 4 academic years 8 0 0Bachelor's degrees 700 1,875 1,396Postbaccalaureate certificates 0 5 4Master's degrees 104 675 493Post-master's certificates 1 3 2Doctor's degrees 2 23 18

1,372 3,773 2,871

513803 Adult Health Nurse/NursingPostbaccalaureate certificates 0 2 1Master's degrees 24 60 46Doctor's degrees 0 4 2

24 66 49



513804 Nurse AnesthetistPostbaccalaureate certificates 0 2 1Master's degrees 30 99 75

30 101 76

513805 Family Practice Nurse/NursingPostbaccalaureate certificates 1 13 10Master's degrees 31 122 85Post-master's certificates 0 4 4Doctor's degrees 1 8 6

33 147 105

513806 Maternal/Child Health and Neonatal Nurse/NursingMaster's degrees 6 28 18

6 28 18

513807 Nurse Midwife/Nursing MidwiferyMaster's degrees 7 13 12Doctor's degrees 0 1 1

7 14 13

513808 Nursing ScienceBachelor's degrees 4 0 0Master's degrees 31 0 0Post-master's certificates 0 0 0Doctor's degrees 15 28 18

50 28 18

513809 Pediatric Nurse/NursingMaster's degrees 15 44 33Doctor's degrees 0 0 0

15 44 33

513810 Psychiatric/Mental Health Nurse/NursingPostbaccalaureate certificates 0 0 1Master's degrees 11 13 12Doctor's degrees 0 1 1

11 14 14

513811 Public Health/Community Nurse/NursingMaster's degrees 14 0 0

14 0 0

513813 Clinical Nurse SpecialistMaster's degrees 2 4 2Post-master's certificates 0 0 0Doctor's degrees 0 1 1

2 5 3

513816 Emergency Room/Trauma NursingMaster's degrees 0 1 1

0 1 1



513817 Nursing EducationMaster's degrees 3 30 23Post-master's certificates 0 1 0

3 31 23

513899 Registered Nursing, Nursing Administration, Nursing Research and Clinical Nursing, OtherBachelor's degrees 5 79 60Postbaccalaureate certificates 0 6 4Doctor's degrees 0 0 0

5 85 64


66 89 82


555 909 799


59 204 161


4 7 6

520213 Organizational LeadershipBachelor's degrees 0 4 3Master's degrees 12 214 152

12 218 155



520301 AccountingAwards of less than 1 academic year 0 1 1Awards of at least 1 but less than 2 academic years 1 0 0Associate's degrees 6 24 20Bachelor's degrees 125 186 173Postbaccalaureate certificates 0 0 0Master's degrees 33 85 70

165 296 264

520501 Business/Corporate CommunicationsBachelor's degrees 1 13 10

1 13 10

520601 Business/Managerial EconomicsBachelor's degrees 58 5 20Master's degrees 3 9 8Doctor's degrees 2 3 3

63 17 31

520701 Entrepreneurship/Entrepreneurial StudiesAwards of at least 1 but less than 2 academic years 0 0 0Bachelor's degrees 11 33 20Postbaccalaureate certificates 1 4 2Master's degrees 5 16 14

17 53 36


106 139 124

520807 Investments and SecuritiesMaster's degrees 0 1 1

0 1 1

520909 Hotel, Motel, and Restaurant ManagementAwards of less than 1 academic year 1 8 7

1 8 7

521001 Human Resources Management/Personnel Administration, GeneralAwards of less than 1 academic year 0 1 1Associate's degrees 1 11 9Bachelor's degrees 16 90 68Postbaccalaureate certificates 0 1 1Master's degrees 12 0 0Doctor's degrees 1 0 0

30 103 79

521003 Organizational Behavior StudiesBachelor's degrees 20 262 210Master's degrees 9 29 18

29 291 228



521101 International Business/Trade/CommerceBachelor's degrees 21 68 52Master's degrees 5 20 15

26 88 67


33 0 0

521302 Business StatisticsMaster's degrees 0 2 2Yes

0 2 2

521304 Actuarial ScienceBachelor's degrees 0 0 0Yes

0 0 0

521401 Marketing/Marketing Management, GeneralBachelor's degrees 216 125 163Master's degrees 5 11 9

221 136 172

521701 InsuranceBachelor's degrees 0 0 0

0 0 0


215 351 302


0 0 0


0 0 0


0 5 4


5 18 12

20,837 52,888 35,5295.3 TOTAL SUPPLY



DEMANDSOC Occupation Average Annual Openings, 2012-25

Master's degree251011 Business Teachers, Postsecondary 35

Master's degree251021 Computer Science Teachers, Postsecondary 15

Master's degree251022 Mathematical Science Teachers, Postsecondary 20

Doctoral or professional degree251031 Architecture Teachers, Postsecondary 0

Doctoral or professional degree251032 Engineering Teachers, Postsecondary 10

Doctoral or professional degree251041 Agricultural Sciences Teachers, Postsecondary 5

Doctoral or professional degree251042 Biological Science Teachers, Postsecondary 20

Doctoral or professional degree251043 Forestry and Conservation Science Teachers, Postsecondary 0

Doctoral or professional degree251051 Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary 0

Doctoral or professional degree251052 Chemistry Teachers, Postsecondary 10

Doctoral or professional degree251053 Environmental Science Teachers, Postsecondary 0

Doctoral or professional degree251054 Physics Teachers, Postsecondary 5

Doctoral or professional degree251061 Anthropology and Archeology Teachers, Postsecondary 0

Doctoral or professional degree251062 Area, Ethnic, and Cultural Studies Teachers, Postsecondary 0

Doctoral or professional degree251063 Economics Teachers, Postsecondary 5

Doctoral or professional degree251064 Geography Teachers, Postsecondary 0

Doctoral or professional degree251065 Political Science Teachers, Postsecondary 5

Doctoral or professional degree251066 Psychology Teachers, Postsecondary 20

Doctoral or professional degree251067 Sociology Teachers, Postsecondary 5

Master's degree251069 Social Sciences Teachers, Postsecondary, All Other 5

Master's degree251071 Health Specialties Teachers, Postsecondary 85

Doctoral or professional degree251072 Nursing Instructors and Teachers, Postsecondary 30

Doctoral or professional degree251081 Education Teachers, Postsecondary 30

Doctoral or professional degree251082 Library Science Teachers, Postsecondary 5

Doctoral or professional degree251111 Criminal Justice and Law Enforcement Teachers, Postsecondary 5

Doctoral or professional degree251112 Law Teachers, Postsecondary 5



Doctoral or professional degree251113 Social Work Teachers, Postsecondary 5

Master's degree251121 Art, Drama, and Music Teachers, Postsecondary 55

Doctoral or professional degree251122 Communications Teachers, Postsecondary 15

Master's degree251123 English Language and Literature Teachers, Postsecondary 30

Master's degree251124 Foreign Language and Literature Teachers, Postsecondary 10

Doctoral or professional degree251125 History Teachers, Postsecondary 10

Doctoral or professional degree251126 Philosophy and Religion Teachers, Postsecondary 15

Bachelor's degree251191 Graduate Teaching Assistants 40

Master's degree251192 Home Economics Teachers, Postsecondary 0

Master's degree251193 Recreation and Fitness Studies Teachers, Postsecondary 10

Master's degree251194 Vocational Education Teachers, Postsecondary 80

Doctoral or professional degree251199 Postsecondary Teachers, All Other 55

Associate's degree252011 Preschool Teachers, Except Special Education 425

Bachelor's degree252012 Kindergarten Teachers, Except Special Education 225

Bachelor's degree252021 Elementary School Teachers, Except Special Education 1,130

Bachelor's degree252022 Middle School Teachers, Except Special and Career/Technical Education 500

Bachelor's degree252023 Career/Technical Education Teachers, Middle School 5

Bachelor's degree252031 Secondary School Teachers, Except Special and Career/Technical Education 640

Bachelor's degree252032 Career/Technical Education Teachers, Secondary School 100

Bachelor's degree252041 SpecEd Tchrs, Preschool, Kindergarten, Elem School 215

Bachelor's degree252053 Special Education Teachers, Middle School 50

Bachelor's degree252054 Special Education Teachers, Secondary School 85

Bachelor's degree253011 Adult Basic and Secondary Education and Literacy Teachers and Instructors 35

High school diploma or equivalent253021 Self-Enrichment Education Teachers 135

Bachelor's degree253999 Teachers and Instructors, All Other 405

Master's degree259021 Farm and Home Management Advisors 5

High school diploma or equivalent259041 Teacher Assistants 840







High school diploma or equivalent272022 Coaches and Scouts 175




Career Path: 6.1 Securities & Investments

SUPPLY

DEMAND







32 23 21


106 139 124


0 1 1


Bachelor's degree131041 Compliance Officers 125

Bachelor's degree132052 Personal Financial Advisors 60

Bachelor's degree132099 Financial Specialists, All Other 70

Bachelor's degree413031 Securities, Commodities, and Financial Services Sales Agents 110

High school diploma or equivalent434011 Brokerage Clerks 30

3956.1 TOTAL DEMAND




Career Path: 6.2 Business Finance

SUPPLY



165 296 264


32 23 21

520304 Accounting and FinanceBachelor's degrees 0 4 3Postbaccalaureate certificates 0 4 3Master's degrees 2 26 20

2 34 26

520305 Accounting and Business/ManagementAwards of less than 1 academic year 0 0 0Awards of at least 1 but less than 2 academic years 0 1 1Associate's degrees 1 4 3Bachelor's degrees 8 56 42Postbaccalaureate certificates 0 2 2Master's degrees 0 0 0

9 63 48


106 139 124


0 1 1

520809 Credit ManagementBachelor's degrees 0 0 0

0 0 0

521601 TaxationMaster's degrees 0 0 1

0 0 1



Career Path: 6.2 Business Finance

DEMAND






Bachelor's degree113031 Financial Managers 335

Bachelor's degree132031 Budget Analysts 25

Bachelor's degree132051 Financial Analysts 130

High school diploma or equivalent132082 Tax Preparers 115

6056.2 TOTAL DEMAND



Career Path: 6.3 Accounting

SUPPLY

DEMAND






165 296 264

520304 Accounting and FinanceBachelor's degrees 0 4 3Postbaccalaureate certificates 0 4 3Master's degrees 2 26 20

2 34 26

520305 Accounting and Business/ManagementAwards of less than 1 academic year 0 0 0Awards of at least 1 but less than 2 academic years 0 1 1Associate's degrees 1 4 3Bachelor's degrees 8 56 42Postbaccalaureate certificates 0 2 2Master's degrees 0 0 0

9 63 48

520399 Accounting and Related Services, OtherAwards of less than 1 academic year 5 7 12Awards of at least 1 but less than 2 academic years 3 0 0Associate's degrees 0 0 0Master's degrees 40 122 99

48 129 111


0 0 1


Bachelor's degree132011 Accountants and Auditors 840

8406.3 TOTAL DEMAND




Career Path: 6.3 Accounting



Career Path: 6.4 Insurance

SUPPLY

DEMAND



2 3 2


8 11 11

470603 Autobody/Collision and Repair Technology/TechnicianAwards of less than 1 academic year 9 37 30Awards of at least 1 but less than 2 academic years 90 0 0Associate's degrees 8 39 31Awards of at least 2 but less than 4 academic years 30 382 277

137 458 338

510715 Health/Medical Claims ExaminerAssociate's degrees 0 2 1

0 2 1


8 8 10

521304 Actuarial ScienceBachelor's degrees 0 0 0Yes

0 0 0

521701 InsuranceBachelor's degrees 0 0 0

0 0 0


High school diploma or equivalent131031 Claims Adjusters, Examiners, and Investigators 140

Postsecondary non-degree award131032 Insurance Appraisers, Auto Damage 5

Bachelor's degree132053 Insurance Underwriters 60

Bachelor's degree152011 Actuaries 20

High school diploma or equivalent413021 Insurance Sales Agents 300

High school diploma or equivalent439041 Insurance Claims and Policy Processing Clerks 115



Career Path: 6.4 Insurance





High school diploma or equivalent439071 Office Machine Operators, Except Computer 20

Bachelor's degree439081 Proofreaders & Copy Markers 5

6656.4 TOTAL DEMAND



Career Path: 6.5 Banking Services

SUPPLY

DEMAND

SUPPLY: 392DEMAND: 1,620





165 296 264


106 139 124


3 6 4


0 0 0


Bachelor's degree132041 Credit Analysts 55

High school diploma or equivalent132072 Loan Officers 260

High school diploma or equivalent433011 Bill and Account Collectors 635

High school diploma or equivalent433071 Tellers 550

High school diploma or equivalent434041 Credit Authorizers, Checkers, and Clerks 45

High school diploma or equivalent434131 Loan Interviewers and Clerks 75





Career Path: 6.5 Banking Services



Career Path: 7.1 Governance

SUPPLY

DEMAND







19 54 41


4 13 8


165 296 264


0 0 1


Bachelor's degree111031 Legislators 55

Bachelor's degree132061 Financial Examiners 20

757.1 TOTAL DEMAND




Career Path: 7.2 National Security

SUPPLY

DEMAND

SUPPLY: 0DEMAND: 0

Demand minus Supply: 0Supply to Demand Ratio: -




Career Path: 7.4 Planning

SUPPLY

DEMAND







6 1 3


2 0 1


32 23 21


Master's degree193051 Urban and Regional Planners 15

High school diploma or equivalent434111 Interviewers, Except Eligibility & Loan 205

Bachelor's degree439111 Statistical Assistants 5

2257.4 TOTAL DEMAND


8SUPPLY :20DEMAND:


Career Path: 7.5 Revenue and Taxation

SUPPLY

DEMAND







165 296 264

521501 Real EstateAwards of less than 1 academic year 10 0 0Bachelor's degrees 2 0 0

12 0 0


0 0 1


High school diploma or equivalent132021 Appraisers and Assessors of Real Estate 30

Bachelor's degree132081 Tax Examiners and Collectors, and Revenue Agents 55

857.5 TOTAL DEMAND




Career Path: 7.6 Regulation

SUPPLY

DEMAND






150701 Occupational Safety and Health Technology/TechnicianAssociate's degrees 1 0 0Yes

1 0 0

510916 Radiation Protection/Health Physics TechnicianAssociate's degrees 2 21 17

2 21 17


5 2 1

512206 Occupational Health and Industrial HygieneAwards of less than 1 academic year 0 0 0

0 0 0


Bachelor's degree299011 Occupational Health and Safety Specialists 60

High school diploma or equivalent299012 Occupational Health and Safety Technicians 15

High school diploma or equivalent339093 Transportation Security Screeners 15

High school diploma or equivalent435041 Meter Readers, Utilities 60

Bachelor's degree452011 Agricultural Inspectors 10

High school diploma or equivalent474011 Construction and Building Inspectors 70

Some college, no degree536051 Transportation Inspectors 15

2457.6 TOTAL DEMAND


18SUPPLY :85DEMAND:


Career Path: 7.7 Public Management and Administration

SUPPLY

DEMAND






440201 Community Organization and AdvocacyAssociate's degrees 14 6 8Bachelor's degrees 12 0 0Master's degrees 3 16 12

29 22 20


19 54 41

449999 Public Administration and Social Service Professions, OtherAwards of less than 1 academic year 0 0 0Associate's degrees 4 19 13Bachelor's degrees 2 3 0Master's degrees 14 0 0

20 22 13


High school diploma or equivalent119131 Postmasters and Mail Superintendents 15

Bachelor's degree119161 Emergency Management Directors 5

High school diploma or equivalent434031 Court, Municipal, & License Clerks 125

Associate's degree434061 Eligibility Interviewers, Government Programs 140

High school diploma or equivalent435051 Postal Service Clerks 30

High school diploma or equivalent435052 Postal Service Mail Carriers 325

High school diploma or equivalent435053 Postal Srvc Mail Sorters, Processors, Machine Op 15

6557.7 TOTAL DEMAND




Career Path: 8.1 Therapeutic Services

SUPPLY


190501 Foods, Nutrition, and Wellness Studies, GeneralAssociate's degrees 1 4 3Bachelor's degrees 50 259 185Master's degrees 10 6 6Doctor's degrees 0 3 2

61 272 196


1 3 2

190599 Foods, Nutrition, and Related Services, OtherAwards of less than 1 academic year 1 0 0Bachelor's degrees 0 1 1

1 1 1

310505 Kinesiology and Exercise ScienceAssociate's degrees 0 0 0Bachelor's degrees 228 1,017 743Master's degrees 40 139 110Doctor's degrees 3 32 25

271 1,188 878

310507 Physical Fitness TechnicianAwards of at least 1 but less than 2 academic years 1 10 8

1 10 8

510201 Communication Sciences and Disorders, GeneralBachelor's degrees 1 2 2

1 2 2

510202 Audiology/AudiologistBachelor's degrees 4 4 4Master's degrees 4 0 0Doctor's degrees 9 35 23

17 39 27

510203 Speech-Language Pathology/PathologistAssociate's degrees 1 0 0Bachelor's degrees 16 14 13Master's degrees 16 38 29

33 52 42

510204 Audiology/Audiologist and Speech-Language Pathology/PathologistBachelor's degrees 5 0 0Master's degrees 41 16 25Doctor's degrees 4 3 4

50 19 29



510299 Communication Disorders Sciences and Services, OtherBachelor's degrees 0 0 0

0 0 0

510401 DentistryFirst-professional degrees 62 78 73

62 78 73

510501 Dental Clinical Sciences, GeneralMaster's degrees 3 7 6

3 7 6

510601 Dental Assisting/AssistantAwards of less than 1 academic year 93 246 186Awards of at least 1 but less than 2 academic years 84 611 403Associate's degrees 14 86 61

191 943 650

510602 Dental Hygiene/HygienistAssociate's degrees 33 60 54Awards of at least 2 but less than 4 academic years 1 0 0Bachelor's degrees 32 64 56Master's degrees 1 9 6

67 133 116

510710 Medical Office Assistant/SpecialistAwards of less than 1 academic year 24 253 191Awards of at least 1 but less than 2 academic years 23 107 77Associate's degrees 4 44 35

51 404 303

510712 Medical Reception/ReceptionistAwards of less than 1 academic year 2 4 5

2 4 5

510713 Medical Insurance Coding Specialist/CoderAwards of less than 1 academic year 60 634 435Awards of at least 1 but less than 2 academic years 18 160 110Associate's degrees 10 278 151

88 1,072 696

510716 Medical Administrative/Executive Assistant and Medical SecretaryAwards of less than 1 academic year 21 0 0Awards of at least 1 but less than 2 academic years 8 26 17Associate's degrees 7 0 0

36 26 17

510801 Medical/Clinical AssistantAwards of less than 1 academic year 773 1,813 1,498Awards of at least 1 but less than 2 academic years 347 1,923 1,439Associate's degrees 242 418 308

1,362 4,154 3,245



510803 Occupational Therapist AssistantAssociate's degrees 16 38 28

16 38 28

510805 Pharmacy Technician/AssistantAwards of less than 1 academic year 54 316 233Awards of at least 1 but less than 2 academic years 100 306 244Associate's degrees 17 76 53

171 698 530

510806 Physical Therapy Technician/AssistantAssociate's degrees 115 209 166

115 209 166

510812 Respiratory Therapy Technician/AssistantAwards of less than 1 academic year 7 24 12Associate's degrees 1 12 9

8 36 21


83 115 93

510908 Respiratory Care Therapy/TherapistAwards of less than 1 academic year 2 0 0Awards of at least 1 but less than 2 academic years 8 66 30Associate's degrees 58 48 54Bachelor's degrees 9 15 10

77 129 94

510909 Surgical Technology/TechnologistAwards of less than 1 academic year 2 4 1Awards of at least 1 but less than 2 academic years 105 10,604 656Associate's degrees 43 0 0

150 10,608 657

510912 Physician AssistantAssociate's degrees 0 0 0Bachelor's degrees 0 0 0Master's degrees 25 64 52

25 64 52

510913 Athletic Training/TrainerAssociate's degrees 0 0 0Bachelor's degrees 29 39 31Master's degrees 18 18 17

47 57 48



511012 Sterile Processing Technology/TechnicianAwards of less than 1 academic year 2 20 16

2 20 16

511101 Pre-Dentistry StudiesAssociate's degrees 0 0 0Bachelor's degrees 0 0 0

0 0 0

511102 Pre-Medicine/Pre-Medical StudiesAssociate's degrees 2 0 0Bachelor's degrees 8 9 11

10 9 11

511103 Pre-Pharmacy StudiesAssociate's degrees 2 0 0Bachelor's degrees 2 9 7

4 9 7

511104 Pre-Veterinary StudiesAssociate's degrees 1 0 0Bachelor's degrees 1 0 0

2 0 0

511105 Pre-Nursing StudiesAssociate's degrees 4 0 0Bachelor's degrees 2 1 0

6 1 0

511109 Pre-Physical Therapy StudiesAssociate's degrees 1 11 8Bachelor's degrees 1 7 6

2 18 14

511199 Health/Medical Preparatory Programs, OtherAssociate's degrees 1 0 0Bachelor's degrees 31 194 131

32 194 131

511201 MedicineFirst-professional degrees 389 398 396

389 398 396

511699 Nursing, OtherAwards of less than 1 academic year 20 0 0Awards of at least 1 but less than 2 academic years 11 0 0Associate's degrees 1 0 0Bachelor's degrees 23 0 0Postbaccalaureate certificates 0 0 0Master's degrees 34 0 0Post-master's certificates 0 0 0

89 0 0



511701 OptometryFirst-professional degrees 117 116 115

117 116 115

511801 Opticianry/Ophthalmic Dispensing OpticianAssociate's degrees 17 34 28

17 34 28

511803 Ophthalmic Technician/TechnologistAssociate's degrees 7 23 17

7 23 17

511901 Osteopathic Medicine/OsteopathyFirst-professional degrees 11 180 139

11 180 139

512001 PharmacyFirst-professional degrees 71 266 211

71 266 211

512004 Medicinal and Pharmaceutical ChemistryMaster's degrees 0 0 0YesDoctor's degrees 6 0 0Yes

6 0 0

512299 Public Health, OtherPostbaccalaureate certificates 1 1 0Master's degrees 4 6 2

5 7 2

512301 Art Therapy/TherapistBachelor's degrees 0 0 0

0 0 0

512305 Music Therapy/TherapistBachelor's degrees 0 0 0

0 0 0

512306 Occupational Therapy/TherapistAssociate's degrees 2 10 8Bachelor's degrees 12 0 0Master's degrees 28 86 61Post-master's certificates 2 1 3Doctor's degrees 12 44 39

56 141 111

512308 Physical Therapy/TherapistAssociate's degrees 2 6 3Bachelor's degrees 14 0 0Master's degrees 16 0 0Doctor's degrees 50 185 136First-professional degrees 2 18 12

84 209 151



512399 Rehabilitation and Therapeutic Professions, OtherBachelor's degrees 1 0 0

1 0 0

512401 Veterinary MedicineFirst-professional degrees 32 38 36

32 38 36

512501 Veterinary Sciences/Veterinary Clinical Sciences, GeneralBachelor's degrees 1 4 2

1 4 2

512601 Health AideAwards of less than 1 academic year 27 318 248

27 318 248

512602 Home Health Aide/Home AttendantAwards of less than 1 academic year 47 0 0

47 0 0

512699 Health Aides/Attendants/Orderlies, OtherAwards of less than 1 academic year 75 307 217

75 307 217

513101 Dietetics/DietitianAwards of less than 1 academic year 23 92 58Bachelor's degrees 7 0 0Postbaccalaureate certificates 1 10 8Master's degrees 3 0 0

34 102 66

513102 Clinical Nutrition/NutritionistMaster's degrees 11 56 40

11 56 40

513104 Dietitian AssistantAssociate's degrees 6 11 8

6 11 8

513199 Dietetics and Clinical Nutrition Services, OtherBachelor's degrees 1 3 4Master's degrees 1 3 4

2 6 8

513801 Registered Nursing/Registered NurseAssociate's degrees 557 1,192 958Awards of at least 2 but less than 4 academic years 8 0 0Bachelor's degrees 700 1,875 1,396Postbaccalaureate certificates 0 5 4Master's degrees 104 675 493Post-master's certificates 1 3 2Doctor's degrees 2 23 18

1,372 3,773 2,871



513802 Nursing AdministrationBachelor's degrees 10 0 0Master's degrees 7 37 28Doctor's degrees 0 2 2

17 39 30

513803 Adult Health Nurse/NursingPostbaccalaureate certificates 0 2 1Master's degrees 24 60 46Doctor's degrees 0 4 2

24 66 49

513804 Nurse AnesthetistPostbaccalaureate certificates 0 2 1Master's degrees 30 99 75

30 101 76

513805 Family Practice Nurse/NursingPostbaccalaureate certificates 1 13 10Master's degrees 31 122 85Post-master's certificates 0 4 4Doctor's degrees 1 8 6

33 147 105

513806 Maternal/Child Health and Neonatal Nurse/NursingMaster's degrees 6 28 18

6 28 18

513807 Nurse Midwife/Nursing MidwiferyMaster's degrees 7 13 12Doctor's degrees 0 1 1

7 14 13

513808 Nursing ScienceBachelor's degrees 4 0 0Master's degrees 31 0 0Post-master's certificates 0 0 0Doctor's degrees 15 28 18

50 28 18

513809 Pediatric Nurse/NursingMaster's degrees 15 44 33Doctor's degrees 0 0 0

15 44 33

513810 Psychiatric/Mental Health Nurse/NursingPostbaccalaureate certificates 0 0 1Master's degrees 11 13 12Doctor's degrees 0 1 1

11 14 14

513811 Public Health/Community Nurse/NursingMaster's degrees 14 0 0

14 0 0



513813 Clinical Nurse SpecialistMaster's degrees 2 4 2Post-master's certificates 0 0 0Doctor's degrees 0 1 1

2 5 3

513814 Critical Care NursingMaster's degrees 29 141 93Doctor's degrees 0 4 3

29 145 96

513816 Emergency Room/Trauma NursingMaster's degrees 0 1 1

0 1 1

513818 Nursing PracticeBachelor's degrees 0 4 2Doctor's degrees 1 11 9

1 15 11

513820 Clinical Nurse LeaderMaster's degrees 1 16 12

1 16 12

513899 Registered Nursing, Nursing Administration, Nursing Research and Clinical Nursing, OtherBachelor's degrees 5 79 60Postbaccalaureate certificates 0 6 4Doctor's degrees 0 0 0

5 85 64

513901 Licensed Practical/Vocational Nurse TrainingAwards of less than 1 academic year 23 168 128Awards of at least 1 but less than 2 academic years 1,207 2,716 2,234

1,230 2,884 2,362

513902 Nursing Assistant/Aide and Patient Care Assistant/AideAwards of less than 1 academic year 58 149 145Awards of at least 1 but less than 2 academic years 3 0 0

61 149 145

513999 Practical Nursing, Vocational Nursing and Nursing Assistants, OtherAwards of less than 1 academic year 4 43 33Bachelor's degrees 2 17 13

6 60 46

519999 Health Professions and Related Clinical Sciences, OtherAwards of less than 1 academic year 11 16 8Awards of at least 1 but less than 2 academic years 0 0 0Associate's degrees 60 163 112Bachelor's degrees 89 289 224Master's degrees 2 8 7Doctor's degrees 4 10 9

166 486 360

7,216 30,928 16,2868.1 TOTAL SUPPLY



DEMANDSOC Occupation Average Annual Openings, 2012-25

Doctoral or professional degree291011 Chiropractors 25

Doctoral or professional degree291021 Dentists, General 70

Doctoral or professional degree291022 Oral and Maxillofacial Surgeons 5

Doctoral or professional degree291023 Orthodontists 5

Doctoral or professional degree291024 Prosthodontists 0

Doctoral or professional degree291029 Dentists, All Other Specialists 0

Bachelor's degree291031 Dietitians and Nutritionists 70

Doctoral or professional degree291041 Optometrists 30

Doctoral or professional degree291051 Pharmacists 335

Doctoral or professional degree291061 Anesthesiologists 35

Doctoral or professional degree291062 Family and General Practitioners 75

Doctoral or professional degree291063 Internists, General 25

Doctoral or professional degree291064 Obstetricians and Gynecologists 25

Doctoral or professional degree291065 Pediatricians, General 25

Doctoral or professional degree291066 Psychiatrists 15

Doctoral or professional degree291067 Surgeons 80

Doctoral or professional degree291069 Physicians and Surgeons, All Other 275

Master's degree291071 Physician Assistants 95

Doctoral or professional degree291081 Podiatrists 5

Associate's degree291111 Registered Nurses 2,760

Master's degree291122 Occupational Therapists 120

Doctoral or professional degree291123 Physical Therapists 215

Associate's degree291124 Radiation Therapists 15

Bachelor's degree291125 Recreational Therapists 20

Associate's degree291126 Respiratory Therapists 155

Master's degree291127 Speech-Language Pathologists 110






Master's degree291128 Exercise Physiologists 15

Doctoral or professional degree291131 Veterinarians 55

Doctoral or professional degree291181 Audiologists 15

Associate's degree292021 Dental Hygienists 190

High school diploma or equivalent292051 Dietetic Technicians 35

High school diploma or equivalent292052 Pharmacy Technicians 515

Postsecondary non-degree award292053 Psychiatric Technicians 35

Associate's degree292054 Respiratory Therapy Technicians 5

Postsecondary non-degree award292055 Surgical Technologists 115

Postsecondary non-degree award292061 Licensed Practical and Licensed Vocational Nurses 1,155

High school diploma or equivalent292081 Opticians, Dispensing 35

Master's degree292091 Orthotists and Prosthetists 0

Bachelor's degree299091 Athletic Trainers 25

Less than high school311011 Home Health Aides 720

Postsecondary non-degree award311012 Nursing Aides, Orderlies, and Attendants 1,050

High school diploma or equivalent311013 Psychiatric Aides 60

Associate's degree312011 Occupational Therapy Assistants 50

High school diploma or equivalent312012 Occupational Therapy Aides 10

Associate's degree312021 Physical Therapist Assistants 125

High school diploma or equivalent312022 Physical Therapist Aides 55

Postsecondary non-degree award319091 Dental Assistants 280

High school diploma or equivalent319092 Medical Assistants 595

High school diploma or equivalent319095 Pharmacy Aides 35



Career Path: 8.2 Diagnostic Services

SUPPLY



0 0 0


4 7 7

510802 Clinical/Medical Laboratory AssistantAwards of less than 1 academic year 1 2 3Awards of at least 1 but less than 2 academic years 3 32 25

4 34 28

510808 Veterinary/Animal Health Technology/Technician and Veterinary AssistantAwards of less than 1 academic year 1 8 6Awards of at least 1 but less than 2 academic years 2 20 15Associate's degrees 15 24 20Bachelor's degrees 0 2 1

18 54 42

510901 Cardiovascular Technology/TechnologistAwards of at least 1 but less than 2 academic years 2 15 11Associate's degrees 7 10 7

9 25 18

510905 Nuclear Medical Technology/TechnologistAwards of at least 1 but less than 2 academic years 11 32 22Bachelor's degrees 6 0 2

17 32 24


83 115 93

510910 Diagnostic Medical Sonography/Sonographer and Ultrasound TechnicianAwards of less than 1 academic year 5 4 3Awards of at least 1 but less than 2 academic years 4 0 1Bachelor's degrees 5 0 0

14 4 4



DEMAND

510911 Radiologic Technology/Science - RadiographerAwards of less than 1 academic year 10 8 2Awards of at least 1 but less than 2 academic years 27 361 290Associate's degrees 65 0 0Bachelor's degrees 13 58 37

115 427 329

510917 PolysomnographyAwards of less than 1 academic year 2 15 12Awards of at least 1 but less than 2 academic years 2 32 25

4 47 37

510999 Allied Health Diagnostic, Intervention, and Treatment ProfesAwards of less than 1 academic year 18 29 33Bachelor's degrees 6 0 0

24 29 33

511001 Blood Bank Technology SpecialistAwards of less than 1 academic year 14 24 20

14 24 20

511002 Cytotechnology/CytotechnologistBachelor's degrees 2 0 0YesMaster's degrees 1 2 1Yes

3 2 1

511004 Clinical/Medical Laboratory TechnicianAssociate's degrees 26 49 39Bachelor's degrees 1 0 0

27 49 39

511005 Clinical Laboratory Science/Medical Technology/TechnologistAwards of at least 2 but less than 4 academic years 0 0 0YesBachelor's degrees 19 34 29Yes

19 34 29

511099 Clinical/Medical Laboratory Science and Allied Professions, OtherAwards of less than 1 academic year 72 0 11

72 0 11


3 11 6


5 2 1


Master's degree191041 Epidemiologists 5








Bachelor's degree292011 Medical and Clinical Laboratory Technologists 135

Associate's degree292012 Medical and Clinical Laboratory Technicians 225

Associate's degree292031 Cardiovascular Technologists and Technicians 35

Associate's degree292032 Diagnostic Medical Sonographers 75

Associate's degree292033 Nuclear Medicine Technologists 20

Associate's degree292037 Radiologic Technologists and Technicians 255

Associate's degree292056 Veterinary Technologists and Technicians 105

8558.2 TOTAL DEMAND



Career Path: 8.3 Health Informatics

SUPPLY

DEMAND




510707 Health Information/Medical Records Technology/TechnicianAwards of less than 1 academic year 39 187 154Awards of at least 1 but less than 2 academic years 88 430 313Associate's degrees 85 421 325

212 1,038 792

510708 Medical Transcription/TranscriptionistAwards of less than 1 academic year 25 0 3Awards of at least 1 but less than 2 academic years 23 32 44

48 32 47

510710 Medical Office Assistant/SpecialistAwards of less than 1 academic year 24 253 191Awards of at least 1 but less than 2 academic years 23 107 77Associate's degrees 4 44 35

51 404 303

510713 Medical Insurance Coding Specialist/CoderAwards of less than 1 academic year 60 634 435Awards of at least 1 but less than 2 academic years 18 160 110Associate's degrees 10 278 151

88 1,072 696

510714 Medical Insurance Specialist/Medical BillerAwards of less than 1 academic year 55 362 242Awards of at least 1 but less than 2 academic years 30 85 63Associate's degrees 26 0 0

111 447 305

510716 Medical Administrative/Executive Assistant and Medical SecretaryAwards of less than 1 academic year 21 0 0Awards of at least 1 but less than 2 academic years 8 26 17Associate's degrees 7 0 0

36 26 17


Postsecondary non-degree award292071 Medical Records and Health Information Technicians 180

Postsecondary non-degree award319094 Medical Transcriptionists 60

High school diploma or equivalent436013 Medical Secretaries 340

5808.3 TOTAL DEMAND

546 3,019 2,1608.3 TOTAL SUPPLY


Career Path: 8.3 Health Informatics





Career Path: 8.4 Support Services

SUPPLY


510000 Health Services/Allied Health/Health Sciences, GeneralAwards of less than 1 academic year 0 1 0Bachelor's degrees 4 0 0

4 1 0

510701 Health/Health Care Administration/ManagementAwards of at least 1 but less than 2 academic years 0 3 2Associate's degrees 2 24 19Bachelor's degrees 28 55 54Postbaccalaureate certificates 13 48 40Master's degrees 25 55 36Doctor's degrees 1 0 0

69 185 151

510702 Hospital and Health Care Facilities Administration/ManagementBachelor's degrees 20 179 119Master's degrees 14 40 33

34 219 152

510703 Health Unit Coordinator/Ward ClerkAwards of less than 1 academic year 3 0 0

3 0 0

510706 Health Information/Medical Records Administration/AdministratorAwards of less than 1 academic year 2 20 16Awards of at least 1 but less than 2 academic years 4 0 0Associate's degrees 11 0 0Bachelor's degrees 20 21 19Master's degrees 1 19 15

38 60 50

510799 Health and Medical Administrative Services, OtherAwards of less than 1 academic year 2 0 2Awards of at least 1 but less than 2 academic years 15 224 169Associate's degrees 1 8 7Awards of at least 2 but less than 4 academic years 3 0 0Master's degrees 3 27 20

24 259 198

510899 Allied Health and Medical Assisting Services, OtherAwards of less than 1 academic year 24 343 258Awards of at least 1 but less than 2 academic years 4 18 19Associate's degrees 28 50 25

56 411 302

511009 Phlebotomy Technician/PhlebotomistAwards of less than 1 academic year 24 320 241Awards of at least 1 but less than 2 academic years 3 27 20Associate's degrees 3 26 19

30 373 280


Career Path: 8.4 Support Services

DEMAND





511012 Sterile Processing Technology/TechnicianAwards of less than 1 academic year 2 20 16

2 20 16


34 63 52

512211 Health Services AdministrationMaster's degrees 6 73 57

6 73 57

513802 Nursing AdministrationBachelor's degrees 10 0 0Master's degrees 7 37 28Doctor's degrees 0 2 2

17 39 30

513818 Nursing PracticeBachelor's degrees 0 4 2Doctor's degrees 1 11 9

1 15 11


Bachelor's degree119111 Medical and Health Services Managers 350

High school diploma or equivalent319093 Medical Equipment Preparers 20

Not available319099 Healthcare Support Workers, All Other 0

High school diploma or equivalent319799 Healthcare Support Workers, All Other 135

5058.4 TOTAL DEMAND

318 1,718 1,2998.4 TOTAL SUPPLY



Career Path: 8.5 Biotechnology Research and Development

SUPPLY



35 46 40

260102 Biomedical Sciences, GeneralBachelor's degrees 4 13 8YesMaster's degrees 1 3 3YesDoctor's degrees 2 0 0Yes

7 16 11


14 48 38


0 0 0


8 58 32


0 0 0


1 1 0


6 0 1

260806 Human/Medical GeneticsMaster's degrees 0 0 0YesDoctor's degrees 1 9 6Yes

1 9 6



DEMAND




260902 Molecular PhysiologyMaster's degrees 1 0 0YesDoctor's degrees 4 15 9Yes

5 15 9


1 1 1

260911 Oncology and Cancer BiologyMaster's degrees 1 0 0YesDoctor's degrees 5 27 18Yes

6 27 18


4 11 9


1 1 2


4 7 7

301101 GerontologyPostbaccalaureate certificates 2 16 13

2 16 13


3 11 6


Bachelor's degree172031 Biomedical Engineers 30

Doctoral or professional degree191042 Medical Scientists, Except Epidemiologists 25

558.5 TOTAL DEMAND



Career Path: 9.1 Restaurants and Food/Beverage Services

SUPPLY


120500 Cooking and Related Culinary Arts, GeneralAwards of less than 1 academic year 3 44 35Awards of at least 1 but less than 2 academic years 37 648 477

40 692 512

120501 Baking and Pastry Arts/Baker/Pastry ChefAssociate's degrees 4 47 37

4 47 37

120503 Culinary Arts/Chef TrainingAwards of less than 1 academic year 25 205 151Associate's degrees 34 372 281

59 577 432

120504 Restaurant, Culinary, and Catering Management/ManagerBachelor's degrees 2 22 18

2 22 18

120508 Institutional Food WorkersAwards of less than 1 academic year 0 0 0

0 0 0

129999 Personal and Culinary Services, OtherAwards of less than 1 academic year 1 0 0Awards of at least 1 but less than 2 academic years 19 0 0

20 0 0


1 3 2

520901 Hospitality Administration/Management, GeneralAssociate's degrees 0 0 0Bachelor's degrees 1 0 0Master's degrees 0 1 1Doctor's degrees 0 4 3

1 5 4

520904 Hotel/Motel Administration/ManagementAssociate's degrees 6 10 7Bachelor's degrees 20 60 45

26 70 52

520905 Restaurant/Food Services ManagementAssociate's degrees 2 0 0

2 0 0


1 8 7



DEMAND






High school diploma or equivalent119051 Food Service Managers 225

High school diploma or equivalent351011 Chefs and Head Cooks 45

High school diploma or equivalent351012 First-Line Supervisors of Food Preparation and Serving Workers 510

Less than high school352011 Cooks, Fast Food 320

Less than high school352012 Cooks, Institution and Cafeteria 420

Less than high school352014 Cooks, Restaurant 705

Less than high school352015 Cooks, Short Order 100

Less than high school352019 Cooks, All Other 20

Less than high school352021 Food Preparation Workers 755

Less than high school353011 Bartenders 305

Less than high school353021 Combined Food Prep/Serving Workers, Inc Fast Food 2,425

Less than high school353022 Counter Attendants, Cafeteria, Food Concession, 545

Less than high school353031 Waiters & Waitresses 2,905

Less than high school353041 Food Servers, Nonrestaurant 140

Less than high school359011 Dining Room & Cafeteria Attendants & Bartender Hlp 225

Less than high school359021 Dishwashers 455

Less than high school359031 Hosts & Hostesses, Restaurant, Lounge, Coffee Shop 680

Less than high school513011 Bakers 65

High school diploma or equivalent519012 Separating, Filtering, Clarifying, Precipitating, 10


156 1,424 1,0649.1 TOTAL SUPPLY

392SUPPLY :


Career Path: 9.2 Lodging

SUPPLY

DEMAND



2 22 17

520901 Hospitality Administration/Management, GeneralAssociate's degrees 0 0 0Bachelor's degrees 1 0 0Master's degrees 0 1 1Doctor's degrees 0 4 3

1 5 4

520904 Hotel/Motel Administration/ManagementAssociate's degrees 6 10 7Bachelor's degrees 20 60 45

26 70 52

520905 Restaurant/Food Services ManagementAssociate's degrees 2 0 0

2 0 0


1 8 7


High school diploma or equivalent119081 Lodging Managers 50

High school diploma or equivalent371011 First-Line Supervisors of Housekeeping and Janitorial Workers 70

Less than high school372011 Janitors & Cleaners, Exc Maids & Housekeeping 1,325

Less than high school372012 Maids & Housekeeping Cleaners 775

Less than high school393031 Ushers, Lobby Attendants, & Ticket Takers 355

High school diploma or equivalent396011 Baggage Porters & Bellhops 15

High school diploma or equivalent396012 Concierges 15

High school diploma or equivalent432011 Switchboard Operators, Incl Answering Service 65

High school diploma or equivalent434081 Hotel, Motel, & Resort Desk Clerks 245




Career Path: 9.2 Lodging





57SUPPLY :


Career Path: 9.3 Travel & Tourism

SUPPLY

DEMAND






521804 Selling Skills and Sales OperationsBachelor's degrees 4 0 0

4 0 0

521905 Tourism and Travel Services Marketing OperationsAssociate's degrees 1 0 0

1 0 0


High school diploma or equivalent397011 Tour Guides & Escorts 55

High school diploma or equivalent397012 Travel Guides 0

High school diploma or equivalent413041 Travel Agents 30

High school diploma or equivalent434181 Reservation & Transp Ticket Agents & Travel Clerks 50

High school diploma or equivalent536061 Transp Attendants, Exc Flight Attendants,Baggage P 10

1459.3 TOTAL DEMAND


0SUPPLY :


Career Path: 9.4 Recreation, Amusements & Attractions

SUPPLY

DEMAND




010507 Equestrian/Equine StudiesAssociate's degrees 0 2 2

0 2 2

310301 Parks, Recreation and Leisure Facilities Management, GeneralBachelor's degrees 57 0 25Master's degrees 14 37 28

71 37 53


165 274 238

310599 Health and Physical Education/Fitness, OtherBachelor's degrees 9 8 7

9 8 7

319999 Parks, Recreation, Leisure, and Fitness Studies, OtherBachelor's degrees 5 23 16

5 23 16


Some college, no degree119071 Gaming Managers 0

High school diploma or equivalent272021 Athletes and Sports Competitors 15

High school diploma or equivalent272023 Umpires, Referees, & Other Sports Officials 5

High school diploma or equivalent392011 Animal Trainers 10

Less than high school393021 Motion Picture Projectionists 5

Less than high school393091 Amusement & Recreation Attendants 295

Bachelor's degree399032 Recreation Workers 185

High school diploma or equivalent433041 Gaming Cage Workers 0

5159.4 TOTAL DEMAND



Career Path: 9.4 Recreation, Amusements & Attractions





Career Path: 10.1 Early Childhood Development & Services

SUPPLY

DEMAND






190709 Child Care Provider/AssistantAssociate's degrees 0 2 2

0 2 2


High school diploma or equivalent399011 Childcare Workers 1,430



2SUPPLY :


Career Path: 10.2 Counseling & Mental Health Services

SUPPLY


301701 Behavioral SciencesBachelor's degrees 5 19 14Yes

5 19 14


571 855 770


2 0 1


15 34 32


0 1 1


0 2 2


0 2 2


1 2 1


40 87 69


7 11 9



DEMAND


5 17 13


20 27 28


3 44 34


28 0 2


144 282 239

511501 Substance Abuse/Addiction CounselingAwards of less than 1 academic year 22 44 38Postbaccalaureate certificates 3 41 32

25 85 70


0 0 0

511505 Marriage and Family Therapy/CounselingMaster's degrees 12 40 29

12 40 29

511508 Mental Health Counseling/CounselorMaster's degrees 21 285 201

21 285 201

512310 Vocational Rehabilitation Counseling/CounselorMaster's degrees 0 0 0

0 0 0


Doctoral or professional degree193031 Clinical, Counseling, and School Psychologists 95

899 1,793 1,51710.2 TOTAL SUPPLY







Master's degree193032 Industrial-Organizational Psychologists 0

Master's degree193039 Psychologists, All Other 10

High school diploma or equivalent211011 Substance Abuse and Behavioral Disorder Counselors 60

Master's degree211013 Marriage and Family Therapists 35

Master's degree211014 Mental Health Counselors 145

Master's degree211015 Rehabilitation Counselors 110

Master's degree211019 Counselors, All Other 25

Bachelor's degree211023 Mental Health and Substance Abuse Social Workers 130

61010.2 TOTAL DEMAND



Career Path: 10.3 Family & Community Services

SUPPLY



5 19 14

390201 Bible/Biblical StudiesAwards of at least 1 but less than 2 academic years 1 0 0Associate's degrees 11 8 10Bachelor's degrees 105 104 101Postbaccalaureate certificates 0 4 3Master's degrees 17 34 29

134 150 143

390301 Missions/Missionary Studies and MissiologyAssociate's degrees 0 0 0Bachelor's degrees 9 12 13Master's degrees 0 2 1

9 14 14

390401 Religious EducationBachelor's degrees 17 0 0Postbaccalaureate certificates 0 1 1Master's degrees 7 34 23Doctor's degrees 0 0 0First-professional degrees 0 0 0

24 35 24

390601 Theology/Theological StudiesAwards of at least 1 but less than 2 academic years 0 0 0Associate's degrees 0 0 0Awards of at least 2 but less than 4 academic years 0 0 0Bachelor's degrees 24 42 40Postbaccalaureate certificates 1 2 1Master's degrees 49 60 50Doctor's degrees 5 0 1

79 104 92

390602 Divinity/MinistryBachelor's degrees 1 17 13Master's degrees 21 282 196Post-master's certificates 0 2 2First-professional degrees 62 0 0First-professional certificates 2 2 1

86 303 212



390604 Pre-Theology/Pre-Ministerial StudiesAwards of less than 1 academic year 0 0 0Awards of at least 1 but less than 2 academic years 0 1 1Associate's degrees 0 0 0Awards of at least 2 but less than 4 academic years 0 0 0Bachelor's degrees 6 9 4

6 10 5

390699 Theological and Ministerial Studies, OtherAssociate's degrees 0 0 0Bachelor's degrees 5 0 0Master's degrees 5 17 13Doctor's degrees 4 10 9

14 27 22

390701 Pastoral Studies/CounselingAssociate's degrees 0 0 0Bachelor's degrees 10 36 22Master's degrees 0 0 0

10 36 22

390702 Youth MinistryAwards of at least 1 but less than 2 academic years 0 0 0Bachelor's degrees 28 98 71Master's degrees 3 9 6

31 107 77

390704 Women's MinistryBachelor's degrees 0 2 1

0 2 1

390705 Lay MinistryBachelor's degrees 0 4 3

0 4 3

390799 Pastoral Counseling and Specialized Ministries, OtherBachelor's degrees 2 5 3

2 5 3

399999 Theology and Religious Vocations, OtherBachelor's degrees 21 0 0Master's degrees 3 6 2Doctor's degrees 4 0 0First-professional degrees 0 0 0

28 6 2

440000 Human Services, GeneralAssociate's degrees 0 1 0Bachelor's degrees 36 166 129

36 167 129



440201 Community Organization and AdvocacyAssociate's degrees 14 6 8Bachelor's degrees 12 0 0Master's degrees 3 16 12

29 22 20


19 54 41


144 282 239


0 0 0


34 63 52

512207 Public Health Education and PromotionBachelor's degrees 0 0 0

0 0 0

512212 Behavioral Aspects of HealthMaster's degrees 0 1 1Doctor's degrees 0 2 2

0 3 3


66 89 82



DEMAND





555 909 799

520206 Non-Profit/Public/Organizational ManagementAssociate's degrees 0 0 0Bachelor's degrees 48 0 1Postbaccalaureate certificates 1 14 11Master's degrees 10 24 24

59 38 36


Bachelor's degree119151 Social and Community Service Managers 100

Bachelor's degree211021 Child, Family, and School Social Workers 220

Master's degree211022 Healthcare Social Workers 180

Bachelor's degree211029 Social Workers, All Other 35

Bachelor's degree211091 Health Educators 60

High school diploma or equivalent211093 Social and Human Service Assistants 110

Bachelor's degree211798 Community & Social Service Specialists, All Other 50

Bachelor's degree212011 Clergy 415

Bachelor's degree212021 Directors, Religious Activities and Education 210

Bachelor's degree212099 Religious Workers, All Other 0

Some college, no degree399041 Residential Advisors 125


1,370 2,449 2,03510.3 TOTAL SUPPLY



Career Path: 10.4 Personal Care Services

SUPPLY


120301 Funeral Service and Mortuary Science, GeneralAwards of at least 1 but less than 2 academic years 1 0 0Associate's degrees 32 36 38

33 36 38

120401 Cosmetology/Cosmetologist, GeneralAwards of less than 1 academic year 102 76 93Awards of at least 1 but less than 2 academic years 631 1,602 1,298Associate's degrees 1 4 2

734 1,682 1,393

120402 Barbering/BarberAwards of less than 1 academic year 30 107 95Awards of at least 1 but less than 2 academic years 133 540 431

163 647 526

120406 Make-Up Artist/SpecialistAwards of less than 1 academic year 21 0 0

21 0 0

120407 Hair Styling/Stylist and Hair DesignAwards of less than 1 academic year 2 0 0Awards of at least 1 but less than 2 academic years 1 0 0

3 0 0

120409 Aesthetician/Esthetician and Skin Care SpecialistAwards of less than 1 academic year 120 790 537Awards of at least 1 but less than 2 academic years 20 203 140

140 993 677

120410 Nail Technician/Specialist and ManicuristAwards of less than 1 academic year 66 255 177Awards of at least 1 but less than 2 academic years 7 62 46

73 317 223

120412 Salon/Beauty Salon Management/ManagerAssociate's degrees 0 5 4

0 5 4

120413 Cosmetology, Barber/Styling, and Nail InstructorAwards of less than 1 academic year 31 216 158Awards of at least 1 but less than 2 academic years 29 0 0

60 216 158

120499 Cosmetology and Related Personal Grooming Arts, OtherAwards of less than 1 academic year 63 0 0Awards of at least 1 but less than 2 academic years 17 19 0Associate's degrees 0 2 2

80 21 2



DEMAND

131314 Physical Education Teaching and CoachingBachelor's degrees 40 38 38

40 38 38


165 274 238

310504 Sport and Fitness Administration/ManagementBachelor's degrees 75 216 171Master's degrees 11 48 36

86 264 207

310507 Physical Fitness TechnicianAwards of at least 1 but less than 2 academic years 1 10 8

1 10 8

512602 Home Health Aide/Home AttendantAwards of less than 1 academic year 47 0 0

47 0 0

513501 Massage Therapy/Therapeutic MassageAwards of less than 1 academic year 39 202 170Awards of at least 1 but less than 2 academic years 66 212 181Associate's degrees 42 0 0

147 414 351


Postsecondary non-degree award319011 Massage Therapists 75

High school diploma or equivalent391021 First-Line Supervisors of Personal Service Workers 125

High school diploma or equivalent393093 Locker Room, Coatroom, & Dressing Room Attendants 10

Postsecondary non-degree award394011 Embalmers 5

High school diploma or equivalent394021 Funeral Attendants 45

Associate's degree394831 Funeral srvce mgrs Directors Morticians Undertakrs 40

Postsecondary non-degree award395011 Barbers 20

Postsecondary non-degree award395012 Hairdressers, Hairstylists, and Cosmetologists 400

Postsecondary non-degree award395092 Manicurists and Pedicurists 20

Less than high school395093 Shampooers 5

1,793 4,917 3,86310.4 TOTAL SUPPLY







Postsecondary non-degree award395094 Skincare Specialists 30

Less than high school399021 Personal Care Aides 1,265

High school diploma or equivalent399031 Fitness Trainers and Aerobics Instructors 165

High school diploma or equivalent399099 Personal Care & Service Workers, All Other 75

Less than high school516011 Laundry & Dry-Cleaning Workers 105

Less than high school516021 Pressers, Textile, Garment, & Related Materials 5

Less than high school516052 Tailors, Dressmakers, & Custom Sewers 15




Career Path: 10.5 Consumer Services

SUPPLY

DEMAND

SUPPLY: 4DEMAND: 20






3 6 4


0 0 0


Bachelor's degree132071 Credit Counselors 20

2010.5 TOTAL DEMAND


4SUPPLY :20DEMAND:


Career Path: 11.1 Network Systems

SUPPLY



56 65 68


30 54 42


4 3 3


13 1 0


43 38 42

110901 Computer Systems Networking and TelecommunicationsAwards of less than 1 academic year 1 4 2YesAwards of at least 1 but less than 2 academic years 1 2 2YesAssociate's degrees 77 284 201YesBachelor's degrees 0 1 1Yes

79 291 206


Career Path: 11.1 Network Systems

DEMAND





111001 Network and System Administration/AdministratorAssociate's degrees 6 38 29YesBachelor's degrees 5 50 38Yes

11 88 67

111002 System, Networking, and LAN/WAN Management/ManagerAwards of at least 1 but less than 2 academic years 1 0 0YesAssociate's degrees 1 0 0Yes

2 0 0

111003 Computer and Information Systems Security/Information AssuranceAwards of less than 1 academic year 0 2 1YesAwards of at least 1 but less than 2 academic years 1 7 6YesAssociate's degrees 4 0 0YesBachelor's degrees 15 59 37YesPostbaccalaureate certificates 0 4 3Yes

20 72 47

111006 Computer Support SpecialistAwards of less than 1 academic year 1 14 11Yes

1 14 11


17 10 13


Bachelor's degree151141 Database Administrators 75

Bachelor's degree151142 Network and Computer Systems Administrators 265

Bachelor's degree151143 Computer Network Architects 0


276 636 49911.1 TOTAL SUPPLY



Career Path: 11.2 Information Support and Services

SUPPLY


010106 Agricultural Business TechnologyAssociate's degrees 0 0 0

0 0 0


56 65 68

110301 Data Processing and Data Processing Technology/TechnicianAwards of less than 1 academic year 0 2 1YesAwards of at least 1 but less than 2 academic years 5 0 3YesAssociate's degrees 0 1 1Yes

5 3 5


5 13 12


43 38 42

111006 Computer Support SpecialistAwards of less than 1 academic year 1 14 11Yes

1 14 11

111099 Computer/Information Technology Services Administration andAwards of less than 1 academic year 1 0 0YesAwards of at least 1 but less than 2 academic years 0 0 0YesBachelor's degrees 2 3 5YesMaster's degrees 1 9 7Yes

4 12 12


Career Path: 11.2 Information Support and Services

DEMAND





119999 Computer and Information Sciences and Support Services, OtheAwards of less than 1 academic year 6 52 42Awards of at least 1 but less than 2 academic years 5 0 0Associate's degrees 34 0 0Awards of at least 2 but less than 4 academic years 3 0 0Bachelor's degrees 7 7 10

55 59 52

261103 BioinformaticsMaster's degrees 1 2 1YesDoctor's degrees 0 4 3Yes

1 6 4

300801 Mathematics and Computer ScienceBachelor's degrees 3 0 1Yes

3 0 1

512706 Medical InformaticsMaster's degrees 1 4 3Yes

1 4 3

521299 Management Information Systems and Services, OtherAwards of less than 1 academic year 8 0 5Awards of at least 1 but less than 2 academic years 0 0 0Associate's degrees 1 3 4Master's degrees 3 0 0

12 3 9


Some college, no degree151150 Computer Support Specialists 365

Associate's degree151151 Computer User Support Specialists 0

Bachelor's degree151799 Computer Occupations, All Other 50


186 217 21911.2 TOTAL SUPPLY



Career Path: 11.3 Web and Digital Communications

SUPPLY

DEMAND







4 3 3


43 38 42

110801 Web Page, Digital/Multimedia and Information Resources DesignAwards of less than 1 academic year 1 0 0YesAwards of at least 1 but less than 2 academic years 0 2 2YesAssociate's degrees 20 0 0YesBachelor's degrees 6 24 17Yes

27 26 19

111004 Web/Multimedia Management and WebmasterAwards of less than 1 academic year 4 47 37YesBachelor's degrees 2 15 10Yes

6 62 47


Bachelor's degree151134 Web Developers 0

011.3 TOTAL DEMAND


70SUPPLY :0DEMAND:


Career Path: 11.4 Programming and Software Development

SUPPLY



56 65 68


30 54 42


4 3 3

110202 Computer Programming, Specific ApplicationsAwards of less than 1 academic year 20 86 66Yes

20 86 66

110203 Computer Programming, Vendor/Product CertificationAwards of less than 1 academic year 0 0 0YesAwards of at least 1 but less than 2 academic years 0 1 0YesAssociate's degrees 4 5 8Yes

4 6 8


5 13 12




13 1 0


43 38 42

110803 Computer GraphicsAssociate's degrees 0 2 2Yes

0 2 2

110899 Computer Software and Media Applications, OtherAwards of at least 1 but less than 2 academic years 0 1 1YesAssociate's degrees 17 104 73YesBachelor's degrees 4 44 33Yes

21 149 107

110901 Computer Systems Networking and TelecommunicationsAwards of less than 1 academic year 1 4 2YesAwards of at least 1 but less than 2 academic years 1 2 2YesAssociate's degrees 77 284 201YesBachelor's degrees 0 1 1Yes

79 291 206


17 10 13


1 6 4


1 4 3



DEMAND





521201 Management Information Systems, GeneralAwards of less than 1 academic year 6 7 7Awards of at least 1 but less than 2 academic years 3 15 13Associate's degrees 93 0 0Awards of at least 2 but less than 4 academic years 1 0 0Bachelor's degrees 110 0 41Master's degrees 2 0 0

215 22 61


Bachelor's degree151121 Computer Systems Analysts 285

Bachelor's degree151131 Computer Programmers 200

Bachelor's degree151132 Software Developers, Applications 130

Bachelor's degree151133 Software Developers, Systems Software 120


509 750 63711.4 TOTAL SUPPLY



Career Path: 12.1 Correction Services

SUPPLY

DEMAND







21 75 59

430199 Corrections and Criminal Justice, OtherAssociate's degrees 4 16 11Bachelor's degrees 10 90 72

14 106 83


144 282 239


Bachelor's degree211092 Probation Officers and Correctional Treatment Specialists 100

High school diploma or equivalent331011 First-Line Supervisors of Correctional Officers 35

High school diploma or equivalent333012 Correctional Officers and Jailers 340


179 463 38112.1 TOTAL SUPPLY



Career Path: 12.2 Emergency and Fire Management Services

SUPPLY

DEMAND






430203 Fire Science/Fire-fightingAwards of less than 1 academic year 20 0 6Associate's degrees 29 47 40

49 47 46

510904 Emergency Medical Technology/Technician (EMT Paramedic)Awards of less than 1 academic year 165 519 414Awards of at least 1 but less than 2 academic years 69 219 178Associate's degrees 3 15 12

237 753 604


Postsecondary non-degree award292041 Emergency Medical Technicians and Paramedics 395

Postsecondary non-degree award331021 First-Line Supervisors of Fire Fighting and Prevention Workers 70

Postsecondary non-degree award332011 Firefighters 255

High school diploma or equivalent332021 Fire Inspectors and Investigators 10

High school diploma or equivalent332022 Forest Fire Inspectors and Prevention Specialists 5

High school diploma or equivalent435031 Police, Fire, & Ambulance Dispatchers 110


286 800 65012.2 TOTAL SUPPLY



Career Path: 12.3 Security & Protective Services

SUPPLY

DEMAND






300501 Peace Studies and Conflict ResolutionPostbaccalaureate certificates 1 12 9Master's degrees 3 33 26

4 45 35


85 166 144

430112 Securities Services Administration/ManagementAssociate's degrees 1 6 3Master's degrees 0 1 0

1 7 3

439999 Homeland Security, Law Enforcement, Firefighting and RelatedAwards of less than 1 academic year 2 15 10Postbaccalaureate certificates 0 4 3

2 19 13


High school diploma or equivalent331099 First-Line Supervisors of Protective Service Workers, All Other 40

High school diploma or equivalent333011 Bailiffs 10

High school diploma or equivalent339031 Gaming Surveillance Officers & Gaming Investigator 0

High school diploma or equivalent339032 Security Guards 1,050

High school diploma or equivalent339091 Crossing Guards 55

High school diploma or equivalent339092 Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers 170



59SUPPLY :


Career Path: 12.4 Law Enforcement Services

SUPPLY

DEMAND


030204 Natural Resource EconomicsBachelor's degrees 0 3 3

0 3 3


14 14 14


183 782 570


21 75 59

430106 Forensic Science and TechnologyBachelor's degrees 0 2 1YesPostbaccalaureate certificates 1 6 5Yes

1 8 6


85 166 144

430109 Security and Loss Prevention ServicesAwards of less than 1 academic year 0 0 0

0 0 0


Bachelor's degree194092 Forensic Science Technicians 15

High school diploma or equivalent331012 First-Line Supervisors of Police and Detectives 75

High school diploma or equivalent333021 Detectives and Criminal Investigators 55

High school diploma or equivalent333031 Fish and Game Wardens 10

High school diploma or equivalent333041 Parking Enforcement Workers 5

304 1,048 79612.4 TOTAL SUPPLY


Career Path: 12.4 Law Enforcement Services





High school diploma or equivalent333051 Police and Sheriff's Patrol Officers 610

High school diploma or equivalent333052 Transit and Railroad Police 5

High school diploma or equivalent339011 Animal Control Workers 15

Some college, no degree339021 Private Detectives and Investigators 35

High school diploma or equivalent339099 Protective Service Workers, All Other 110




Career Path: 12.5 Legal Services

SUPPLY

DEMAND


220001 Pre-Law StudiesAssociate's degrees 1 0 0Bachelor's degrees 1 5 3

2 5 3

220101 LawFirst-professional degrees 239 240 239

239 240 239

220202 Programs for Foreign LawyersMaster's degrees 11 57 37

11 57 37

220301 Legal Administrative Assistant/SecretaryAwards of less than 1 academic year 1 14 11Awards of at least 1 but less than 2 academic years 0 0 0Associate's degrees 0 1 0

1 15 11

220302 Legal Assistant/ParalegalAwards of less than 1 academic year 18 83 86Awards of at least 1 but less than 2 academic years 14 0 0Associate's degrees 169 117 164Bachelor's degrees 18 36 30Postbaccalaureate certificates 19 0 0

238 236 280

220303 Court Reporting/Court ReporterAwards of less than 1 academic year 0 2 1Associate's degrees 3 18 13Awards of at least 2 but less than 4 academic years 3 0 0

6 20 14

229999 Legal Professions and Studies, OtherMaster's degrees 3 3 6

3 3 6


Doctoral or professional degree231011 Lawyers 275

Doctoral or professional degree231012 Judicial Law Clerks 5

Bachelor's degree231021 Administrative Law Judges, Adjudicators, and Hearing Officers 10

Bachelor's degree231022 Arbitrators, Mediators, and Conciliators 5

Doctoral or professional degree231023 Judges, Magistrate Judges, and Magistrates 15

500 576 59012.5 TOTAL SUPPLY


Career Path: 12.5 Legal Services





Associate's degree232011 Paralegals and Legal Assistants 195

Postsecondary non-degree award232091 Court Reporters 5

High school diploma or equivalent232093 Title Examiners, Abstractors, and Searchers 10

High school diploma or equivalent232099 Legal Support Workers, All Other 5

High school diploma or equivalent436012 Legal Secretaries 35




Career Path: 13.1 Production

SUPPLY


410301 Chemical Technology/TechnicianAwards of at least 1 but less than 2 academic years 1 6 4YesAssociate's degrees 2 0 0Yes

3 6 4

470105 Industrial Electronics Technology/TechnicianAwards of less than 1 academic year 8 19 19Awards of at least 1 but less than 2 academic years 37 0 0Awards of at least 2 but less than 4 academic years 10 60 35

55 79 54


137 458 338

470607 Airframe Mechanics and Aircraft Maintenance Technology/TechnicianAwards of less than 1 academic year 24 0 0Awards of at least 1 but less than 2 academic years 16 24 15Awards of at least 2 but less than 4 academic years 4 41 31

44 65 46

470608 Aircraft Powerplant Technology/TechnicianAwards of less than 1 academic year 43 126 106Awards of at least 1 but less than 2 academic years 27 0 0Awards of at least 2 but less than 4 academic years 23 154 107

93 280 213

470609 Avionics Maintenance Technology/TechnicianAwards of at least 1 but less than 2 academic years 4 16 15Associate's degrees 23 12 15Awards of at least 2 but less than 4 academic years 0 0 0

27 28 30

470615 Engine MachinistAwards of at least 1 but less than 2 academic years 5 7 0Associate's degrees 0 0 0

5 7 0

480501 Machine Tool Technology/MachinistAwards of less than 1 academic year 24 79 68Awards of at least 1 but less than 2 academic years 49 114 108Associate's degrees 1 6 5Awards of at least 2 but less than 4 academic years 15 105 70

89 304 251



DEMAND

480503 Machine Shop Technology/AssistantAwards of less than 1 academic year 28 0 0Awards of at least 1 but less than 2 academic years 70 0 0Associate's degrees 1 0 0Awards of at least 2 but less than 4 academic years 23 194 126

122 194 126

480507 Tool and Die Technology/TechnicianAwards of less than 1 academic year 1 3 2Awards of at least 1 but less than 2 academic years 8 8 6Associate's degrees 0 0 0

9 11 8

480508 Welding Technology/WelderAwards of less than 1 academic year 61 172 139Awards of at least 1 but less than 2 academic years 234 1,035 805Associate's degrees 2 0 0Awards of at least 2 but less than 4 academic years 1 0 0

298 1,207 944

489999 Precision Production, OtherAwards of at least 1 but less than 2 academic years 0 0 0

0 0 0

510603 Dental Laboratory Technology/TechnicianAwards of less than 1 academic year 4 18 13Awards of at least 1 but less than 2 academic years 11 12 11

15 30 24


4 7 6


High school diploma or equivalent435111 Weighers, Measurers, Checkers, Samplers, Reckeep 80

Postsecondary non-degree award511011 First-Line Supervisors of Production and Operating Workers 195

High school diploma or equivalent512011 Aircraft Structure, Surfaces, Rigging, and Systems Assemblers 10

High school diploma or equivalent512021 Coil Winders, Tapers, & Finishers 10

High school diploma or equivalent512022 Electrical & Electronic Equipment Assemblers 25

High school diploma or equivalent512023 Electromechanical Equipment Assemblers 10

High school diploma or equivalent512031 Engine and Other Machine Assemblers 20

High school diploma or equivalent512091 Fiberglass Laminators & Fabricators 15

901 2,676 2,04413.1 TOTAL SUPPLY



High school diploma or equivalent512092 Team Assemblers 1,025

High school diploma or equivalent512093 Timing Device Assemblers and Adjusters 0

High school diploma or equivalent512099 Assemblers & Fabricators, All Other 565

Less than high school513021 Butchers and Meat Cutters 75

Less than high school513023 Slaughterers and Meat Packers 10

High school diploma or equivalent514011 Computer-Controlled Machine Tool Operators, Metal and Plastic 95

High school diploma or equivalent514012 Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic 15

High school diploma or equivalent514021 Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic 80

High school diploma or equivalent514022 Forging Machine Setters, Operators, and Tenders, Metal and Plastic 15

High school diploma or equivalent514023 Rolling Machine Setters, Operators, and Tenders, Metal and Plastic 15

High school diploma or equivalent514031 Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Pl 60

High school diploma or equivalent514032 Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic 5

High school diploma or equivalent514033 Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tend 45

High school diploma or equivalent514034 Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic 30

High school diploma or equivalent514035 Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic 10

High school diploma or equivalent514041 Machinists 185

High school diploma or equivalent514051 Metal-Refining Furnace Operators & Tenders 25

High school diploma or equivalent514052 Pourers & Casters, Metal 10

High school diploma or equivalent514061 Model Makers, Metal and Plastic 0

High school diploma or equivalent514062 Patternmakers, Metal and Plastic 0

High school diploma or equivalent514071 Foundry Mold and Coremakers 5

High school diploma or equivalent514072 Molding, Coremaking, & Casting Machine Setters, 30

High school diploma or equivalent514081 Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic 60

High school diploma or equivalent514111 Tool and Die Makers 15

High school diploma or equivalent514121 Welders, Cutters, Solderers, and Brazers 285

High school diploma or equivalent514122 Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders 40

High school diploma or equivalent514191 Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic 40



High school diploma or equivalent514192 Layout Workers, Metal and Plastic 5

High school diploma or equivalent514193 Plating & Coating Machine Setters, Operators, Tend 40

High school diploma or equivalent514194 Tool Grinders, Filers, and Sharpeners 5

High school diploma or equivalent514199 Metal Workers and Plastic Workers, All Other 0

Less than high school516031 Sewing Machine Operators 25

High school diploma or equivalent516041 Shoe and Leather Workers and Repairers 5

Less than high school516051 Sewers, Hand 0

High school diploma or equivalent516061 Textile Bleaching & Dyeing Machine Operators and 5

High school diploma or equivalent516062 Textile Cutting Machine Setters, Operators, & Te 10

High school diploma or equivalent516063 Textile Knitting & Weaving Machine Setters, Oper 0

High school diploma or equivalent516064 Textile Winding, Twisting, & Drawing Out Machine 10

High school diploma or equivalent516091 Extruding & Forming Machine Setters, Operators, 5

High school diploma or equivalent516092 Fabric and Apparel Patternmakers 0

High school diploma or equivalent516093 Upholsterers 30

High school diploma or equivalent516099 Textile, Apparel, & Furnishings Workers, All Oth 0

High school diploma or equivalent517011 Cabinetmakers and Bench Carpenters 45

High school diploma or equivalent517021 Furniture Finishers 5

High school diploma or equivalent517031 Model Makers, Wood 0

High school diploma or equivalent517032 Patternmakers, Wood 0

High school diploma or equivalent517041 Sawing Machine Setters, Operators, and Tenders, Wood 60

High school diploma or equivalent517042 Woodworking Machine Setters, Operators, and Tenders, Except Sawing 15

High school diploma or equivalent517099 Woodworkers, All Other 20

High school diploma or equivalent518011 Nuclear Power Reactor Operators 10

High school diploma or equivalent518012 Power Distributors & Dispatchers 0

High school diploma or equivalent518013 Power Plant Operators 20

High school diploma or equivalent518091 Chemical Plant and System Operators 55

High school diploma or equivalent518099 Plant & System Operators, All Other 15



High school diploma or equivalent519011 Chemical Equipment Operators and Tenders 15

High school diploma or equivalent519021 Crushing, Grinding, & Polishing Machine Setters, 15

Less than high school519022 Grinding & Polishing Workers, Hand 25

High school diploma or equivalent519023 Mixing & Blending Machine Setters, Operators, Tend 145

Less than high school519031 Cutters & Trimmers, Hand 15

High school diploma or equivalent519032 Cutting & Slicing Machine Setters, Operators, Tend 45

High school diploma or equivalent519041 Extruding, Forming, Pressing, & Compacting Machine 40

High school diploma or equivalent519051 Furnace, Kiln, Oven, Drier, & Kettle Operators 25

High school diploma or equivalent519071 Jewelers and Precious Stone and Metal Workers 5

High school diploma or equivalent519081 Dental Laboratory Technicians 25

High school diploma or equivalent519083 Ophthalmic Laboratory Technicians 35

High school diploma or equivalent519111 Packaging & Filling Machine Operators and Tender 380

High school diploma or equivalent519121 Coating, Painting, & Spraying Machine Setters, Ope 45

High school diploma or equivalent519122 Painters, Transportation Equipment 15

High school diploma or equivalent519123 Painting, Coating, & Decorating Workers 15

Associate's degree519141 Semiconductor Processors 0

High school diploma or equivalent519151 Photo Process Workers & Processing Machine Operato 40

High school diploma or equivalent519191 Adhesive Bonding Machine Operators & Tenders 10

Less than high school519192 Cleaning, Washing, & Metal Pickling Equipment Op 5

High school diploma or equivalent519193 Cooling & Freezing Eq Operators and Tenders 5

High school diploma or equivalent519194 Etchers and Engravers 0

High school diploma or equivalent519195 Molders, Shapers, & Casters, Exc Metal and Plastic 35

High school diploma or equivalent519196 Paper Goods Machine Setters, Operators, & Tenders 30

High school diploma or equivalent519197 Tire Builders 45

Less than high school519198 Helpers--Production Workers 350

Less than high school537063 Machine Feeders & Offbearers 45



Career Path: 13.2 Manufacturing Production Process Development

SUPPLY


150101 Architectural Engineering Technology/TechnicianAwards of less than 1 academic year 8 57 41YesAssociate's degrees 14 13 17YesBachelor's degrees 2 0 0Yes

24 70 58

150303 Electrical, Electronic and Communications Engineering Technology/TechnicianAwards of less than 1 academic year 18 84 62YesAssociate's degrees 217 355 360YesBachelor's degrees 35 82 72Yes

270 521 494

150399 Electrical and Electronic Engineering Technologies/Technicians, OtherAwards of less than 1 academic year 7 0 0YesAwards of at least 1 but less than 2 academic years 8 0 0YesAssociate's degrees 86 153 63YesAwards of at least 2 but less than 4 academic years 3 0 0YesBachelor's degrees 13 266 107Yes

117 419 170

150401 Biomedical Technology/TechnicianAssociate's degrees 0 0 0YesAwards of at least 2 but less than 4 academic years 3 22 15Yes

3 22 15

150403 Electromechanical Technology/Electromechanical Engineering TechnologyAwards of less than 1 academic year 5 18 17YesAwards of at least 1 but less than 2 academic years 3 7 11YesAssociate's degrees 5 0 0Yes

13 25 28

150405 Robotics Technology/TechnicianAwards of less than 1 academic year 2 0 0YesAwards of at least 1 but less than 2 academic years 1 0 0YesAssociate's degrees 0 0 0Yes

3 0 0

150501 Heating, Ventilation, Air Conditioning and Refrigeration Engineering Technology/TechnicianAwards of less than 1 academic year 1 4 3YesAwards of at least 1 but less than 2 academic years 18 130 97YesAssociate's degrees 14 86 61YesAwards of at least 2 but less than 4 academic years 2 18 14Yes

35 238 175

150503 Energy Management and Systems Technology/TechnicianAssociate's degrees 0 0 0Yes

0 0 0



150505 Solar Energy Technology/TechnicianAwards of less than 1 academic year 1 8 6YesAwards of at least 1 but less than 2 academic years 3 39 31Yes

4 47 37

150607 Plastics and Polymer Engineering Technology/TechnicianAwards of less than 1 academic year 2 2 0YesAwards of at least 1 but less than 2 academic years 2 21 17Yes

4 23 17

150612 Industrial Technology/TechnicianAwards of less than 1 academic year 1 4 4YesAwards of at least 1 but less than 2 academic years 1 0 0YesAssociate's degrees 76 219 152YesBachelor's degrees 48 38 38YesMaster's degrees 7 8 6Yes

133 269 200

150613 Manufacturing Engineering Technology/TechnicianAwards of less than 1 academic year 0 0 0YesAwards of at least 1 but less than 2 academic years 0 0 0YesAssociate's degrees 5 22 14YesBachelor's degrees 3 5 2Yes

8 27 16

150699 Industrial Production Technologies/Technicians, OtherAwards of less than 1 academic year 0 0 0YesAssociate's degrees 27 48 88YesBachelor's degrees 7 8 21YesMaster's degrees 1 2 3Yes

35 58 112

150801 Aeronautical/Aerospace Engineering Technology/TechnicianBachelor's degrees 9 8 9Yes

9 8 9

150805 Mechanical Engineering/Mechanical Technology/TechnicianAssociate's degrees 23 0 0YesBachelor's degrees 0 0 0Yes

23 0 0

151201 Computer Engineering Technology/TechnicianAwards of less than 1 academic year 10 32 18YesAssociate's degrees 22 0 0YesBachelor's degrees 10 0 0Yes

42 32 18

151202 Computer Technology/Computer Systems TechnologyAwards of less than 1 academic year 7 25 23YesAwards of at least 1 but less than 2 academic years 9 44 36YesAssociate's degrees 37 145 120YesAwards of at least 2 but less than 4 academic years 2 2 0Yes

55 216 179



DEMAND

151301 Drafting and Design Technology/Technician, GeneralAwards of less than 1 academic year 20 0 0YesAwards of at least 1 but less than 2 academic years 55 36 58YesAssociate's degrees 24 0 0YesAwards of at least 2 but less than 4 academic years 10 4 0Yes

109 40 58

151302 CAD/CADD Drafting and/or Design Technology/TechnicianAwards of at least 1 but less than 2 academic years 1 2 3YesAssociate's degrees 29 128 101Yes

30 130 104

151306 Mechanical Drafting and Mechanical Drafting CAD/CADDAwards of less than 1 academic year 0 2 1YesAwards of at least 1 but less than 2 academic years 15 0 0Yes

15 2 1

151399 Drafting/Design Engineering Technologies/Technicians, OtherAssociate's degrees 7 0 0YesAwards of at least 2 but less than 4 academic years 2 0 0Yes

9 0 0


19 92 63

410301 Chemical Technology/TechnicianAwards of at least 1 but less than 2 academic years 1 6 4YesAssociate's degrees 2 0 0Yes

3 6 4

510916 Radiation Protection/Health Physics TechnicianAssociate's degrees 2 21 17

2 21 17

521801 Sales, Distribution, and Marketing Operations, GeneralAwards of less than 1 academic year 0 0 0Associate's degrees 2 0 0Bachelor's degrees 1 2 2

3 2 2


High school diploma or equivalent131023 Purchasing Agents, Except Wholesale, Retail, and Farm Products 140

Associate's degree173012 Electrical and Electronics Drafters 10

Associate's degree173013 Mechanical Drafters 25

Associate's degree173019 Drafters, All Other 5

968 2,268 1,77713.2 TOTAL SUPPLY







Associate's degree173021 Aerospace Engineering and Operations Technicians 0

Associate's degree173023 Electrical and Electronics Engineering Technicians 70

Associate's degree173024 Electro-Mechanical Technicians 5

Associate's degree173026 Industrial Engineering Technicians 25

Associate's degree173027 Mechanical Engineering Technicians 15

Associate's degree173029 Engineering Technicians, Except Drafters, All Other 15

Associate's degree194031 Chemical Technicians 20

Associate's degree194051 Nuclear Technicians 25




Career Path: 13.3 Maintenance, Installation & Repair

SUPPLY


150401 Biomedical Technology/TechnicianAssociate's degrees 0 0 0YesAwards of at least 2 but less than 4 academic years 3 22 15Yes

3 22 15

460301 Electrical and Power Transmission Installation/Installer, GeneralAwards of less than 1 academic year 0 0 0Awards of at least 1 but less than 2 academic years 4 2 2

4 2 2


43 150 109


2 22 17

470101 Electrical/Electronics Equipment Installation and Repair, GeneralAwards of less than 1 academic year 31 32 35Awards of at least 1 but less than 2 academic years 104 122 131Associate's degrees 8 0 0Awards of at least 2 but less than 4 academic years 4 4 0

147 158 166


0 0 0

470104 Computer Installation and Repair Technology/TechnicianAwards of less than 1 academic year 10 42 32Awards of at least 1 but less than 2 academic years 49 72 81Awards of at least 2 but less than 4 academic years 7 57 42

66 171 155

470105 Industrial Electronics Technology/TechnicianAwards of less than 1 academic year 8 19 19Awards of at least 1 but less than 2 academic years 37 0 0Awards of at least 2 but less than 4 academic years 10 60 35

55 79 54

470110 Security System Installation, Repair, and Inspection Technology/TechnicianAwards of at least 1 but less than 2 academic years 0 2 1Associate's degrees 0 2 1

0 4 2



DEMAND

470303 Industrial Mechanics and Maintenance TechnologyAwards of less than 1 academic year 39 51 46Awards of at least 1 but less than 2 academic years 111 258 233Associate's degrees 1 0 0Awards of at least 2 but less than 4 academic years 12 80 50

163 389 329

470399 Heavy/Industrial Equipment Maintenance Technologies, OtherAwards of less than 1 academic year 15 0 0Awards of at least 1 but less than 2 academic years 50 0 0Associate's degrees 1 4 3Awards of at least 2 but less than 4 academic years 10 7 5

76 11 8

470403 Locksmithing and Safe RepairAwards of at least 1 but less than 2 academic years 0 0 0

0 0 0


4 7 6


High school diploma or equivalent491011 First-Line Supervisors of Mechanics, Installers, and Repairers 315

Postsecondary non-degree award492011 Computer, Automated Teller, and Office Machine Repairers 50

Associate's degree492021 Radio, Cellular, and Tower Equipment Installers and Repairs 10

Postsecondary non-degree award492092 Electric Motor, Power Tool, and Related Repairers 15

Postsecondary non-degree award492094 Electrical and Electronics Repairers, Commercial and Industrial Equipment 35

Postsecondary non-degree award492097 Electronic Home Entertainment Equipment Installers and Repairers 30

High school diploma or equivalent492098 Security and Fire Alarm Systems Installers 90

High school diploma or equivalent493053 Outdoor Power Equipment and Other Small Engine Mechanics 25

High school diploma or equivalent499031 Home Appliance Repairers 15

High school diploma or equivalent499041 Industrial Machinery Mechanics 220

High school diploma or equivalent499043 Maintenance Workers, Machinery 35

Associate's degree499062 Medical Equipment Repairers 50

Postsecondary non-degree award499063 Musical Instrument Repairers and Tuners 5

563 1,015 86313.3 TOTAL SUPPLY







High school diploma or equivalent499064 Watch Repairers 0

Associate's degree499069 Precision Instrument and Equipment Repairers, All Other 20

High school diploma or equivalent499071 Maintenance and Repair Workers, General 845

High school diploma or equivalent499091 Coin, Vending, & Amusement Machine Servicers & Rep 25

Less than high school499093 Fabric Menders, Except Garment 0

High school diploma or equivalent499094 Locksmiths and Safe Repairers 25

High school diploma or equivalent519082 Medical Appliance Technicians 5




Career Path: 13.4 Quality Assurance

SUPPLY

DEMAND






150702 Quality Control Technology/TechnicianAwards of less than 1 academic year 7 9 4Yes

7 9 4


High school diploma or equivalent435061 Production, Planning, and Expediting Clerks 235

High school diploma or equivalent519061 Inspectors, Testers, Sorters, Samplers, and Weighers 300




Career Path: 14.1 Marketing Management

SUPPLY



0 2 1


25 68 50

090903 AdvertisingBachelor's degrees 48 8 26

48 8 26


0 2 1


66 89 82


555 909 799


221 136 172

521499 Marketing, OtherAssociate's degrees 0 3 2Bachelor's degrees 5 0 0

5 3 2


12 0 0

932 1,217 1,13314.1 TOTAL SUPPLY


Career Path: 14.1 Marketing Management

DEMAND






Bachelor's degree112011 Advertising and Promotions Managers 35

Bachelor's degree112021 Marketing Managers 145

Bachelor's degree112022 Sales Managers 285

Bachelor's degree112031 Public Relations and Fundraising Managers 55

High school diploma or equivalent119141 Property, Real Estate, and Community Association Managers 245




Career Path: 14.2 Professional Sales

SUPPLY

DEMAND



0 2 1

520208 E-Commerce/Electronic CommerceAwards of less than 1 academic year 0 0 0Associate's degrees 1 0 0Bachelor's degrees 3 14 10Master's degrees 0 0 0

4 14 10


12 0 0


3 2 2

521804 Selling Skills and Sales OperationsBachelor's degrees 4 0 0

4 0 0

521902 Fashion MerchandisingAssociate's degrees 8 14 5Bachelor's degrees 10 44 33

18 58 38

521904 Apparel and Accessories Marketing OperationsBachelor's degrees 0 2 1

0 2 1

521909 Special Products Marketing OperationsAwards of less than 1 academic year 1 0 0

1 0 0


High school diploma or equivalent271023 Floral Designers 45

High school diploma or equivalent271026 Merchandise Displayers & Window Trimmers 35

High school diploma or equivalent411011 First-Line Supervisors of Retail Sales Workers 1,005

High school diploma or equivalent411012 First-Line Supervisors of Non-Retail Sales Workers 335



Career Path: 14.2 Professional Sales





Less than high school412022 Parts Salespersons 230

Less than high school412031 Retail Salespersons 3,410

High school diploma or equivalent413011 Advertising Sales Agents 85

High school diploma or equivalent413099 Sales Representatives, Services, All Other 570

Bachelor's degree414011 Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Produc 300

High school diploma or equivalent414012 Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific 830

High school diploma or equivalent419011 Demonstrators and Product Promoters 40

High school diploma or equivalent419021 Real Estate Brokers 45

High school diploma or equivalent419022 Real Estate Sales Agents 100

Bachelor's degree419031 Sales Engineers 35

Less than high school419041 Telemarketers 200

High school diploma or equivalent419091 Door-to-Door Sales Workers, News & Street Vendors 105




Career Path: 14.3 Merchandising

SUPPLY

DEMAND







3 2 2

521902 Fashion MerchandisingAssociate's degrees 8 14 5Bachelor's degrees 10 44 33

18 58 38

521904 Apparel and Accessories Marketing OperationsBachelor's degrees 0 2 1

0 2 1


High school diploma or equivalent131022 Wholesale and Retail Buyers, Except Farm Products 65

Less than high school412011 Cashiers 3,775

High school diploma or equivalent412012 Gaming Change Persons & Booth Cashiers 0

Less than high school412021 Counter & Rental Clerks 220

Less than high school419012 Models 0

High school diploma or equivalent434151 Order Clerks 150

Less than high school536021 Parking Lot Attendants 50

Less than high school536031 Automotive & Watercraft Service Attendants 90



41SUPPLY :


Career Path: 14.4 Marketing Communications

SUPPLY

DEMAND







4 57 44


70 135 107


0 2 1

090901 Organizational Communication, GeneralBachelor's degrees 5 23 17

5 23 17


25 68 50


1 11 8

090999 Public Relations, Advertising, and Applied Communication, OtBachelor's degrees 10 36 24

10 36 24


Bachelor's degree273031 Public Relations Specialists 140


115 332 25114.4 TOTAL SUPPLY



Career Path: 14.5 Marketing Research

SUPPLY

DEMAND







0 2 1


221 136 172


Bachelor's degree131161 Market Research Analysts and Marketing Specialists 250


221 138 17314.5 TOTAL SUPPLY



Career Path: 15.1 Engineering and Technology

SUPPLY



22 35 32


6 1 3


2 8 5

140101 Engineering, GeneralAssociate's degrees 2 17 15YesBachelor's degrees 40 0 4YesMaster's degrees 9 12 11YesDoctor's degrees 6 10 7Yes

57 39 37

140201 Aerospace, Aeronautical and Astronautical/Space EngineeringBachelor's degrees 9 24 20YesMaster's degrees 3 6 5YesDoctor's degrees 1 2 1Yes

13 32 26


3 6 5

140401 Architectural EngineeringBachelor's degrees 5 1 3YesPostbaccalaureate certificates 0 0 0Yes

5 1 3


35 46 40

140701 Chemical EngineeringBachelor's degrees 40 93 79YesMaster's degrees 7 0 0YesDoctor's degrees 4 9 7Yes

51 102 86




81 151 127


17 10 13

141001 Electrical and Electronics EngineeringBachelor's degrees 90 49 70YesMaster's degrees 39 13 23YesDoctor's degrees 8 14 11Yes

137 76 104

141099 Electrical, Electronics and Communications Engineering, OtherAwards of less than 1 academic year 0 7 5Yes

0 7 5

141101 Engineering MechanicsBachelor's degrees 2 0 0Yes

2 0 0


1 0 0

141301 Engineering ScienceBachelor's degrees 25 53 35YesMaster's degrees 4 4 3YesDoctor's degrees 1 0 0Yes

30 57 38


6 7 6


7 13 11


104 194 167



142001 Metallurgical EngineeringMaster's degrees 0 0 0YesDoctor's degrees 0 0 0Yes

0 0 0

142301 Nuclear EngineeringBachelor's degrees 10 38 27YesPostbaccalaureate certificates 1 6 4YesMaster's degrees 6 14 11YesDoctor's degrees 2 5 5Yes

19 63 47

142701 Systems EngineeringDoctor's degrees 1 3 2Yes

1 3 2

143201 Polymer/Plastics EngineeringMaster's degrees 1 0 0YesDoctor's degrees 1 0 0Yes

2 0 0


20 10 10

144201 Mechatronics, Robotics, and Automation EngineeringAwards of less than 1 academic year 0 2 1YesAwards of at least 2 but less than 4 academic years 0 2 1Yes

0 4 2

149999 Engineering, OtherAssociate's degrees 0 0 0YesBachelor's degrees 0 0 0YesMaster's degrees 10 11 15Yes

10 11 15

150000 Engineering Technology, GeneralAwards of less than 1 academic year 9 154 119YesAssociate's degrees 39 199 146YesBachelor's degrees 113 191 172YesPostbaccalaureate certificates 1 9 7YesMaster's degrees 32 16 33Yes

194 569 477


19 92 63



DEMAND




159999 Engineering Technologies and Engineering-Related Fields, OthAwards of less than 1 academic year 7 96 76YesAssociate's degrees 0 0 0YesBachelor's degrees 5 7 15YesMaster's degrees 2 0 2Yes

14 103 93


1 5 4


Bachelor's degree119041 Architectural and Engineering Managers 70

Bachelor's degree172011 Aerospace Engineers 15

Bachelor's degree172041 Chemical Engineers 20

Bachelor's degree172061 Computer Hardware Engineers 20

Bachelor's degree172071 Electrical Engineers 55

Bachelor's degree172072 Electronics Engineers, Except Computer 40

Bachelor's degree172111 Health and Safety Engineers, Except Mining Safety Engineers and Inspectors 30

Bachelor's degree172112 Industrial Engineers 120

Bachelor's degree172121 Marine Engineers and Naval Architects 5

Bachelor's degree172131 Materials Engineers 5

Bachelor's degree172141 Mechanical Engineers 125

Bachelor's degree172151 Mining and Geological Engineers, Including Mining Safety Engineers 0

Bachelor's degree172161 Nuclear Engineers 60

Bachelor's degree172171 Petroleum Engineers 5

Bachelor's degree172199 Engineers, All Other 105


859 1,645 1,42115.1 TOTAL SUPPLY


Career Path: 15.2 Science and Mathematics

SUPPLY


010103 Agricultural EconomicsMaster's degrees 4 2 2

4 2 2


4 10 9

030103 Environmental StudiesBachelor's degrees 11 0 0YesMaster's degrees 3 0 0YesDoctor's degrees 1 4 3Yes

15 4 3

030104 Environmental ScienceBachelor's degrees 5 38 29YesMaster's degrees 1 8 7Yes

6 46 36


9 12 12


7 4 5


1 0 0


14 14 14


56 65 68




30 54 42

110199 Computer and Information Sciences, OtherAwards of less than 1 academic year 0 5 4YesAssociate's degrees 2 0 0YesBachelor's degrees 2 3 4Yes

4 8 8


5 13 12


43 38 42


1 0 0

151102 Surveying Technology/SurveyingAwards of less than 1 academic year 0 1 1YesBachelor's degrees 5 0 1Yes

5 1 2


348 570 492


14 48 38




0 0 0


8 58 32


2 0 0


0 2 2


1 0 0


0 0 0


1 1 0

260406 Cell/Cellular and Molecular BiologyBachelor's degrees 2 13 9YesMaster's degrees 1 8 6YesDoctor's degrees 6 26 16Yes

9 47 31


3 0 0


1 1 0




6 0 1


1 0 0


1 1 1


4 11 9


0 0 0


1 1 2


1 6 4


1 4 3


1 4 3


3 3 3

261305 Environmental BiologyBachelor's degrees 6 25 16Yes

6 25 16



261307 Conservation BiologyBachelor's degrees 0 4 3Yes

0 4 3


0 5 4


1 0 0


18 56 45


12 39 34


110 143 140


2 3 2


8 11 11

300601 Systems Science and TheoryMaster's degrees 10 35 21Yes

10 35 21

301101 GerontologyPostbaccalaureate certificates 2 16 13

2 16 13

301301 Medieval and Renaissance StudiesBachelor's degrees 0 0 0Postbaccalaureate certificates 0 0 0

0 0 0




5 19 14

301801 Natural SciencesBachelor's degrees 0 0 0Yes

0 0 0

302001 International/Global StudiesBachelor's degrees 19 241 162

19 241 162

302201 Ancient Studies/CivilizationBachelor's degrees 0 2 1

0 2 1

302202 Classical, Ancient Mediterranean and Near Eastern Studies and ArchaeologyBachelor's degrees 1 3 2

1 3 2

302501 Cognitive ScienceBachelor's degrees 9 29 17Yes

9 29 17

309999 Multi-/Interdisciplinary Studies, OtherAssociate's degrees 2 1 2Bachelor's degrees 1,311 1,593 1,316Master's degrees 20 50 48Doctor's degrees 3 1 2

1,336 1,645 1,368


109 174 146


0 0 0


1 5 4


29 68 56




0 0 0


35 66 53


0 0 0


0 1 1


1 5 4

419999 Science Technologies/Technicians, OtherAssociate's degrees 82 14 33YesBachelor's degrees 0 0 0Yes

82 14 33


4 13 8

440502 Education Policy AnalysisMaster's degrees 2 25 19

2 25 19


75 64 69


56 78 72


0 1 1




1 2 2

450401 CriminologyBachelor's degrees 1 0 0

1 0 0


140 144 148


1 14 11


2 4 4


1 0 0


21 27 27


6 13 11


0 0 1


22 57 47


236 366 316




0 2 1


0 2 2


141 153 151


2 0 1

459999 Social Sciences, OtherBachelor's degrees 18 0 4

18 0 4


5 2 1

512205 Health/Medical PhysicsMaster's degrees 2 7 4Yes

2 7 4


1 4 3

520601 Business/Managerial EconomicsBachelor's degrees 58 5 20Master's degrees 3 9 8Doctor's degrees 2 3 3

63 17 31

521302 Business StatisticsMaster's degrees 0 2 2Yes

0 2 2


215 351 302



DEMAND


0 0 0


0 0 0


0 5 4


5 18 12


Doctoral or professional degree151111 Computer and Information Research Scientists 10

Master's degree152021 Mathematicians 0

Master's degree152041 Statisticians 25

Bachelor's degree152091 Mathematical Technicians 5

Bachelor's degree152099 Mathematical Science Occupations, All Other 0

Bachelor's degree171021 Cartographers and Photogrammetrists 5

Doctoral or professional degree191021 Biochemists and Biophysicists 10

Bachelor's degree191022 Microbiologists 5

Doctoral or professional degree191029 Biological Scientists, All Other 10

Bachelor's degree191031 Conservation Scientists 0

Bachelor's degree191099 Life Scientists, All Other 0

Doctoral or professional degree192011 Astronomers 0

Doctoral or professional degree192012 Physicists 20

Bachelor's degree192021 Atmospheric and Space Scientists 0

Bachelor's degree192031 Chemists 30

Bachelor's degree192032 Materials Scientists 15

3,426 5,008 4,28015.2 TOTAL SUPPLY







Bachelor's degree192041 Environmental Scientists and Specialists, Including Health 65

Bachelor's degree192042 Geoscientists, Except Hydrologists and Geographers 15

Master's degree192043 Hydrologists 0

Bachelor's degree192099 Physical Scientists, All Other 10

Bachelor's degree193011 Economists 5

Bachelor's degree193022 Survey Researchers 15

Master's degree193041 Sociologists 0

Master's degree193091 Anthropologists and Archeologists 10

Bachelor's degree193092 Geographers 0

Master's degree193093 Historians 5

Master's degree193094 Political Scientists 5

Bachelor's degree193099 Social Scientists and Related Workers, All Other 10

Associate's degree194061 Social Science Research Assistants 20

Associate's degree194099 Life, Physical, and Social Science Technicians, All Other 30




Career Path: 16.1 Transportation Operations

SUPPLY

DEMAND


490205 Truck and Bus Driver/Commercial Vehicle Operator and InstructorAwards of less than 1 academic year 140 0 34Awards of at least 1 but less than 2 academic years 13 0 3

153 0 37


High school diploma or equivalent531011 Aircraft Cargo Handling Supervisors 10

High school diploma or equivalent531031 First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle O 145

Bachelor's degree532011 Airline Pilots, Copilots, and Flight Engineers 40

Postsecondary non-degree award532012 Commercial Pilots 35

High school diploma or equivalent532031 Flight Attendants 15

High school diploma or equivalent533011 Ambulance Drivers and Attendants, Except Emergency Medical Technicians 5

High school diploma or equivalent533021 Bus Drivers, Transit and Intercity 110

High school diploma or equivalent533022 Bus Drivers, School or Special Client 200

High school diploma or equivalent533032 Heavy and Tractor-Trailer Truck Drivers 2,310

High school diploma or equivalent533033 Light Truck or Delivery Services Drivers 505

Less than high school533041 Taxi Drivers & Chauffeurs 75

High school diploma or equivalent534011 Locomotive Engineers 30

High school diploma or equivalent534012 Locomotive Firers 0

High school diploma or equivalent534013 Rail Yard Engineers, Dinkey Operators, and Hostlers 0

High school diploma or equivalent534021 Railroad Brake, Signal, and Switch Operators 20

High school diploma or equivalent534031 Railroad Conductors and Yardmasters 25

High school diploma or equivalent534041 Subway and Streetcar Operators 0

Less than high school535011 Sailors & Marine Oilers 80

Bachelor's degree535021 Captains, Mates, and Pilots of Water Vessels 45

High school diploma or equivalent535022 Motorboat Operators 0

Bachelor's degree535031 Ship Engineers 15



Career Path: 16.1 Transportation Operations





Less than high school536011 Bridge & Lock Tenders 0

Less than high school537051 Industrial Truck & Tractor Operators 650


135DEMAND:


Career Path: 16.2 Logistics Planning and Management Services

SUPPLY



19 54 41

490101 Aeronautics/Aviation/Aerospace Science and Technology, GeneralBachelor's degrees 111 157 133Yes

111 157 133

490104 Aviation/Airway Management and OperationsMaster's degrees 4 19 16

4 19 16


66 89 82


555 909 799


59 204 161


4 7 6

520209 Transportation/Mobility ManagementAwards of less than 1 academic year 1 17 14

1 17 14

819 1,456 1,25216.2 TOTAL SUPPLY


Career Path: 16.2 Logistics Planning and Management Services

DEMAND






High school diploma or equivalent113071 Transportation, Storage, and Distribution Managers 100

Bachelor's degree131081 Logisticians 50

High school diploma or equivalent435032 Dispatchers, Except Police, Fire, and Ambulance 140




Career Path: 16.4 Facility and Mobile Equipment Maintenance

SUPPLY


150803 Automotive Engineering Technology/TechnicianAwards of less than 1 academic year 2 0 0YesAwards of at least 1 but less than 2 academic years 3 0 1YesAwards of at least 2 but less than 4 academic years 1 0 0Yes

6 0 1


43 150 109

470000 Mechanics and Repairers, GeneralAssociate's degrees 7 39 25

7 39 25

470302 Heavy Equipment Maintenance Technology/TechnicianAwards of less than 1 academic year 1 0 0Awards of at least 1 but less than 2 academic years 15 0 0Associate's degrees 1 0 0Awards of at least 2 but less than 4 academic years 3 25 19

20 25 19


137 458 338

470604 Automobile/Automotive Mechanics Technology/TechnicianAwards of less than 1 academic year 69 222 190Awards of at least 1 but less than 2 academic years 692 479 608Associate's degrees 49 0 0Awards of at least 2 but less than 4 academic years 191 1,513 1,134

1,001 2,214 1,932

470605 Diesel Mechanics Technology/TechnicianAwards of less than 1 academic year 7 33 29Awards of at least 1 but less than 2 academic years 86 0 0Associate's degrees 27 200 160Awards of at least 2 but less than 4 academic years 13 79 57

133 312 246

470607 Airframe Mechanics and Aircraft Maintenance Technology/TechnicianAwards of less than 1 academic year 24 0 0Awards of at least 1 but less than 2 academic years 16 24 15Awards of at least 2 but less than 4 academic years 4 41 31

44 65 46



DEMAND

470608 Aircraft Powerplant Technology/TechnicianAwards of less than 1 academic year 43 126 106Awards of at least 1 but less than 2 academic years 27 0 0Awards of at least 2 but less than 4 academic years 23 154 107

93 280 213

470609 Avionics Maintenance Technology/TechnicianAwards of at least 1 but less than 2 academic years 4 16 15Associate's degrees 23 12 15Awards of at least 2 but less than 4 academic years 0 0 0

27 28 30

470611 Motorcycle Maintenance and Repair Technology/TechnicianAwards of less than 1 academic year 2 12 9Awards of at least 1 but less than 2 academic years 4 34 25

6 46 34

470613 Medium/Heavy Vehicle and Truck Technology/TechnicianAwards of at least 1 but less than 2 academic years 1 0 0

1 0 0

470614 Alternative Fuel Vehicle Technology/TechnicianAwards of at least 1 but less than 2 academic years 20 0 0

20 0 0

470699 Vehicle Maintenance and Repair Technologies, OtherAwards of at least 1 but less than 2 academic years 23 0 0Associate's degrees 2 0 0

25 0 0

479999 Mechanic and Repair Technologies/Technicians, OtherAwards of less than 1 academic year 14 18 16Awards of at least 1 but less than 2 academic years 16 0 0Associate's degrees 3 0 0Awards of at least 2 but less than 4 academic years 6 0 0

39 18 16


High school diploma or equivalent474061 Rail-Track Laying and Maintenance Equipment Operators 5

Postsecondary non-degree award492091 Avionics Technicians 5

Postsecondary non-degree award492093 Electrical and Electronics Installers and Repairers, Transportation Equipment 5

Postsecondary non-degree award492096 Electronic Equipment Installers and Repairers, Motor Vehicles 5

Postsecondary non-degree award493011 Aircraft Mechanics and Service Technicians 85

High school diploma or equivalent493021 Automotive Body and Related Repairers 140

High school diploma or equivalent493022 Automotive Glass Installers and Repairers 15

1,602 3,635 3,00916.4 TOTAL SUPPLY







High school diploma or equivalent493023 Automotive Service Technicians and Mechanics 600

High school diploma or equivalent493031 Bus and Truck Mechanics and Diesel Engine Specialists 180

High school diploma or equivalent493042 Mobile Heavy Equipment Mechanics, Except Engines 105

High school diploma or equivalent493043 Rail Car Repairers 10

High school diploma or equivalent493051 Motorboat Mechanics and Service Technicians 20

High school diploma or equivalent493052 Motorcycle Mechanics 20

High school diploma or equivalent493091 Bicycle Repairers 5

High school diploma or equivalent493092 Recreational Vehicle Service Technicians 20

High school diploma or equivalent493093 Tire Repairers & Changers 85

Postsecondary non-degree award499097 Signal and Track Switch Repairers 0

Less than high school537061 Cleaners of Vehicles & Equipment 205




Career Path: 16.5 Transportation Systems/Infrastructure Planning, Management and Regulation

SUPPLY

DEMAND

SUPPLY: 0DEMAND: 60





Associate's degree532021 Air Traffic Controllers 25

High school diploma or equivalent532022 Airfield Operations Specialists 5

Less than high school536041 Traffic Technicians 30

6016.5 TOTAL DEMAND

25DEMAND:


Career Path: 16.7 Sales and Service

SUPPLY

DEMAND







8 8 10


High school diploma or equivalent433021 Billing & Posting Clerks 410

High school diploma or equivalent435011 Cargo and Freight Agents 90



7SUPPLY :


Appendix 6. Career Path SummaryDEMAND

Average SupplyAnnual Demand to

Openings minus Demand2000-2012 2025 2012-2025 2012-2025 Supply Rank Ratio Rank

1.1 Food Products and Processing Systems 93 117 104 315 211 24 0.33 24

1.2 Plant Systems 73 155 134 170 36 40 0.79 35

1.3 Animal Systems 62 73 64 285 221 23 0.22 20

1.4 Power, Structural & Technical Systems 3 6 5 95 90 37 0.05 10

1.5 Natural Resources Systems 807 1,445 1,226 135 -1,091 59 9.08 69

1.6 Environmental Service Systems 93 21 39 650 611 13 0.06 12

1.7 Agribusiness Systems 74 115 92 545 453 17 0.17 18

2.1 Design/Pre-Construction 1,052 1,719 1,507 535 -972 58 2.82 57

2.2 Construction 904 1,797 1,466 5,265 3,799 6 0.28 23

2.3 Maintenance/Operations 581 2,210 1,752 1,490 -262 50 1.18 43

3.2 Printing Technology 10 8 9 165 156 30 0.05 11

3.3 Visual Arts 485 774 683 245 -438 52 2.79 56

3.4 Performing Arts 1,442 2,966 2,484 440 -2,044 66 5.65 67

3.5 Journalism and Broadcasting 871 2,451 1,852 440 -1,412 61 4.21 62

3.6 Telecommunications 0 0 0 190 190 29 0.00 1

4.1 General Management 2,983 4,759 4,203 1,935 -2,268 68 2.17 52

4.2 Business Information Management 385 375 357 155 -202 48 2.30 53

4.3 Human Resources Management 65 412 318 750 432 18 0.42 27

4.4 Operations Management 780 1,581 1,308 1,355 47 39 0.97 41

4.5 Administrative Support 1,644 2,904 2,419 10,250 7,831 2 0.24 21

5.1 Administration and Administrative Support 1,913 2,077 1,787 385 -1,402 60 4.64 64

5.2 Professional Support Services 1,479 3,261 2,728 510 -2,218 67 5.35 66

5.3 Teaching/Training 20,837 52,888 35,529 5,615 -29,914 71 6.33 68

6.1 Securities & Investments 138 163 146 395 249 21 0.37 25

6.2 Business Finance 314 556 485 605 120 34 0.80 36

6.3 Accounting 224 522 450 840 390 19 0.54 30

6.4 Insurance 155 482 362 665 303 20 0.54 31

6.5 Banking Services 274 441 392 1,620 1,228 10 0.24 22

7.1 Governance 188 363 314 75 -239 49 4.19 61

7.4 Planning 40 24 25 225 200 25 0.11 15

7.5 Revenue and Taxation 177 296 265 85 -180 47 3.12 58

7.6 Regulation 8 23 18 245 227 22 0.07 13

7.7 Public Management and Administration 68 98 74 655 581 14 0.11 16

8.1 Therapeutic Services 7,216 30,928 16,286 9,765 -6,521 70 1.67 48

8.2 Diagnostic Services 435 896 722 855 133 33 0.84 38

8.3 Health Informatics 546 3,019 2,160 580 -1,580 65 3.72 60

8.4 Support Services 318 1,718 1,299 505 -794 55 2.57 55

8.5 Biotechnology Research and Development 98 267 193 55 -138 45 3.51 59

9.1 Restaurants and Food/Beverage Services 156 1,424 1,064 10,855 9,791 1 0.10 14

9.2 Lodging 32 105 80 2,915 2,835 8 0.03 9

9.3 Travel & Tourism 5 0 0 145 145 31 0.00 1

9.4 Recreation, Amusements & Attractions 250 344 316 515 199 26 0.61 32

10.1 Early Childhood Development & Services 0 2 2 1,430 1,428 9 0.00 3

10.2 Counseling & Mental Health Services 899 1,793 1,517 610 -907 56 2.49 54

10.3 Family & Community Services 1,370 2,449 2,035 1,505 -530 53 1.35 44

10.4 Personal Care Services 1,793 4,917 3,863 2,405 -1,458 63 1.61 47

10.5 Consumer Services 3 6 4 20 16 41 0.20 19

11.1 Network Systems 276 636 499 340 -159 46 1.47 45

11.2 Information Support and Services 186 217 219 415 196 27 0.53 29

11.3 Web and Digital Communications 80 129 111 0 -111 43 – –

Career Path

SUPPLY GAP

AverageGraduates

11.4 Programming and Software Development 509 750 637 735 98 35 0.87 40

12.1 Correction Services 179 463 381 475 94 36 0.80 37

12.2 Emergency and Fire Management Services 286 800 650 845 195 28 0.77 34

12.3 Security & Protective Services 92 237 195 1,325 1,130 11 0.15 17

12.4 Law Enforcement Services 304 1,048 796 935 139 32 0.85 39

12.5 Legal Services 500 576 590 560 -30 42 1.05 42

13.1 Production 901 2,676 2,044 4,900 2,856 7 0.42 26

13.2 Manufacturing Production Process Development 968 2,268 1,777 355 -1,422 62 5.01 65

13.3 Maintenance, Installation & Repair 563 1,015 863 1,815 952 12 0.48 28

13.4 Quality Assurance 7 9 4 535 531 15 0.01 5

14.1 Marketing Management 932 1,217 1,133 765 -368 51 1.48 46

14.2 Professional Sales 42 78 52 7,370 7,318 3 0.01 4

14.3 Merchandising 21 62 41 4,350 4,309 4 0.01 7

14.4 Marketing Communications 115 332 251 140 -111 43 1.79 49

14.5 Marketing Research 221 138 173 250 77 38 0.69 33

15.1 Engineering and Technology 859 1,645 1,421 675 -746 54 2.11 51

15.2 Science and Mathematics 3,426 5,008 4,280 325 -3,955 69 13.17 70

16.1 Transportation Operations 153 0 37 4,315 4,278 5 0.01 6

16.2 Logistics Planning and Management Services 819 1,456 1,252 290 -962 57 4.32 63

16.4 Facility and Mobile Equipment Maintenance 1,602 3,635 3,009 1,510 -1,499 64 1.99 50

16.7 Sales and Service 8 8 10 500 490 16 0.02 8

academic program supply and …academic program supply and occupational demand projections:...

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