Ohio Public Four-Year Universities Main Campus Employment Outcomes by Program - Industry

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1 Higher Education Ohio Public Four-Year Universities Main Campus Employment Outcomes by Program - Industry Brian Stamper and Kristin Harlow *This workforce solution was funded by a grant awarded to the U.S. Department of Labor's Employment and Training Administration. The solution was created by the Ohio State University s Center for Human Resource Research on behalf of the Ohio Department of Job and Family Services and does not necessarily reflect the official position of the U.S. Department of Labor. The Department of Labor makes no guarantees, warranties, or assurances of any kind, express or implied, with respect to such information, including any information on linked sites and including, but not limited to, accuracy of the information or its completeness, timeliness, usefulness, adequacy, continued availability, or ownership. This solution is copyrighted by the institution that created it. Internal use, by an organization and/or personal use by an individual for non-commercial purposes, is permissible. All other uses require the prior authorization of the copyright owner. More information about the Ohio Longitudinal Data Archive can be found at Summer 2016

2 Description This report provides employment industry of graduates and certificate completers by program, as identified in ODHE s Higher Education Information System (HEI). The report includes a list of programs by Classification of Instructional Programs (CIP) code, separately for each level of degree or certificate and each campus (for four-year universities). We report graduates and certificate completers who finish during the terms summer 2008 through spring 2013, along with the number found working in Ohio two calendar quarters after the date of graduation or completion, and the breakdown of industry of employment for each program. Note that because we do not report groups of fewer than 10 individuals, there are many graduates working in industries that are not reported due to the fact that fewer than 10 from a particular program were found in that industry. Methods Individual graduates and certificate completers were identified through HEI. HEI provides the level of degree, a term of graduation, and the subject of the degree (by CIP code). In addition, for all four-year schools (except Ohio State), HEI provides the campus from which the individual graduated. Using these variables we identified the individuals graduating or completing a certificate, by level, by subject, by campus. An individual may appear in more than one category. For example, if an individual earned a bachelor s degree in both math and biology, the person would add to the number of graduates in both groups. However, an individual will only be counted one time in each category. For example, if the individual earns two certificates in welding at the same campus, the person would only be counted once. If a person earns multiple degrees or certificates, employment is identified two quarters after the most recent degree or certificate earned between summer 2008 and spring The industry of employment in which individual graduates and completers were found was identified by matching the individuals identified in HEI with administrative records from the Unemployment Insurance (UI) system. The Ohio Department of Job and Family Services collect quarterly earnings from all employers in Ohio who are required to report to the UI system, including the industry of that employer (categorized by North American Industry Classification System (NAICS) code). As a result, the UI wage data include only those individuals working in Ohio who are neither Federal employees nor self-employed; those groups of individuals do not pay into Ohio s unemployment insurance system, and thus are not captured by the UI administrative data. For reference, in Ohio in 2010 about 1.5% of workers were Federal employees, and about 5% of workers were self-employed. 1 OERC reports outcomes only for those groups of 10 or more individuals, to avoid re-identification of any particular individual. There are some combinations of campus, level, and subject that have fewer than 10 graduates, even over five years. Further, there are a number of categories of industry that are not reported because fewer than 10 graduates from a particular program are found working in that industry. 1 Bureau of Labor Market Information, Ohio Department of Job and Family Services, Industry Detail, (accessed February 19, 2016). oerc@oerc.osu.edu (855)

3 The program line identifies the number of graduates, and how many were found employed in in Ohio two calendar quarters following graduation. This line shows 263 associate s degrees in computer systems analysis; of those, 207 were found working in Ohio. These are the industries that at least ten graduates of the computer systems analysis program were found working. Each report is organized by level of degree. All programs following this header are associates-level graduates. These columns show the number and percent of Ohioemployed graduates in each industry. For example, 17% of Akron s associate slevel graduates in computer systems analysis who were found working in Ohio were employed in the Professional, Scientific, and Technical industry. Because we can only report groups of at least 10 people, there are quite a few degree programs with only one industry reported. For example, manufacturing engineering tech graduates are primarily found in Manufacturing (85%).

4 Four-year university - Less than four-year certificate : Public Relations/Image Management : Accommodation and Food Services 27 19% 44: Retail Trade 25 17% 54: Professional, Scientific, Technical 21 14% 56: Admin./Support/Waste Mgmnt/Remed 17 12% 52: Finance and Insurance 12 8% : Education/Teaching of Individuals with Hearing Impairments Including Deafness : Retail Trade 26 20% 61: Educational Services 21 16% 62: Health Care and Social Assistance 21 16% 72: Accommodation and Food Services 20 15% 54: Professional, Scientific, Technical 10 8% : Teaching English as a Second or Foreign Language/ESL Language Instructor : Educational Services 37 49% 72: Accommodation and Food Services 10 13% : Chemical Engineering : Manufacturing 19 37% 54: Professional, Scientific, Technical 11 21% : Sign Language Interpretation and Translation : Educational Services 12 26% 62: Health Care and Social Assistance 11 24% : Foreign Languages, Literatures, and Linguistics, Other : Retail Trade 12 24% : Family Systems : Health Care and Social Assistance 30 45% 61: Educational Services 15 23% : Human Development, Family Studies, and Related Services, Other : Health Care and Social Assistance 17 34% 1

5 Four-year university - Less than four-year certificate 61: Educational Services 12 24% : Legal Assistant/Paralegal : Professional, Scientific, Technical 25 56% : Applied Mathematics, General : Manufacturing 17 35% 54: Professional, Scientific, Technical 14 29% : Gerontology : Health Care and Social Assistance 57 58% 72: Accommodation and Food Services 10 10% : Multi-/Interdisciplinary Studies, Other : Accommodation and Food Services 21 16% 44: Retail Trade 17 13% 61: Educational Services 15 11% 56: Admin./Support/Waste Mgmnt/Remed 12 9% 62: Health Care and Social Assistance 11 8% : Political Science and Government, General : Retail Trade 11 16% : Clinical Laboratory Science/Medical Technology/Technologist : Health Care and Social Assistance 23 92% : Substance Abuse/Addiction Counseling : Health Care and Social Assistance 25 52% : Dietetics/Dietitian : Health Care and Social Assistance 13 68% : International Business/Trade/Commerce : Health Care and Social Assistance 24 29% 44: Retail Trade 10 12% : Marketing/Marketing Management, General

6 Four-year university - Less than four-year certificate 54: Professional, Scientific, Technical 31 18% 52: Finance and Insurance 30 17% 42: Wholesale Trade 20 12% 44: Retail Trade 19 11% 71: Arts, Entertainment, and Recreation 11 6% 3

7 Four-year university - Associate's degree : Computer Systems Analysis/Analyst : Professional, Scientific, Technical 35 17% 44: Retail Trade 23 11% 55: Management of Companies 21 10% 56: Admin./Support/Waste Mgmnt/Remed 20 10% 31: Manufacturing 19 9% : Culinary Arts/Chef Training : Accommodation and Food Services 24 44% 62: Health Care and Social Assistance 10 19% : Kindergarten/Preschool Education and Teaching : Health Care and Social Assistance 94 66% 61: Educational Services 22 15% : Early Childhood Education and Teaching : Health Care and Social Assistance 22 85% : Education, Other : Health Care and Social Assistance 21 70% : Civil Engineering Technology/Technician : Construction 59 57% 54: Professional, Scientific, Technical 13 12% 44: Retail Trade 10 10% : Electrical, Electronic and Communications Engineering Technology/Technician : Manufacturing 34 38% 54: Professional, Scientific, Technical 13 15% 56: Admin./Support/Waste Mgmnt/Remed 11 12% : Electrical and Electronic Engineering Technologies/Technicians, Other : Utilities 73 48% 44: Retail Trade 19 12% 31: Manufacturing 15 10% 4

8 Four-year university - Associate's degree : Manufacturing Engineering Technology/Technician : Manufacturing 27 79% : Mechanical Engineering/Mechanical Technology/Technician : Manufacturing % 54: Professional, Scientific, Technical 23 11% 56: Admin./Support/Waste Mgmnt/Remed 18 9% 42: Wholesale Trade 12 6% : Construction Engineering Technology/Technician : Construction 50 50% 54: Professional, Scientific, Technical 10 10% : Surveying Technology/Surveying : Professional, Scientific, Technical 19 49% : Drafting and Design Technology/Technician, General : Manufacturing 16 33% 44: Retail Trade 11 22% : Child Care and Support Services Management : Health Care and Social Assistance 36 75% : Legal Assistant/Paralegal : Professional, Scientific, Technical 31 40% : Liberal Arts and Sciences/Liberal Studies : Retail Trade % 62: Health Care and Social Assistance % 61: Educational Services 98 15% 72: Accommodation and Food Services 92 14% 52: Finance and Insurance 41 6% : General Studies : Retail Trade % 62: Health Care and Social Assistance % 5

9 Four-year university - Associate's degree 72: Accommodation and Food Services % 61: Educational Services % 56: Admin./Support/Waste Mgmnt/Remed 109 7% : Criminal Justice/Safety Studies : Public Administration 16 21% 62: Health Care and Social Assistance 13 17% 56: Admin./Support/Waste Mgmnt/Remed 11 15% 44: Retail Trade 10 13% : Criminal Justice/Police Science : Retail Trade 52 18% 62: Health Care and Social Assistance 50 17% 56: Admin./Support/Waste Mgmnt/Remed 42 15% 72: Accommodation and Food Services 39 14% 92: Public Administration 20 7% : Fire Prevention and Safety Technology/Technician : Health Care and Social Assistance 23 25% 92: Public Administration 16 17% 72: Accommodation and Food Services 14 15% 44: Retail Trade 10 11% : Fire Science/Fire-fighting : Public Administration 20 69% : Fire Protection, Other : Health Care and Social Assistance 13 76% : Community Organization and Advocacy : Health Care and Social Assistance 23 59% : Geographic Information Science and Cartography : Professional, Scientific, Technical 10 56% : Dental Hygiene/Hygienist : Health Care and Social Assistance % 72: Accommodation and Food Services 13 10% 6

10 Four-year university - Associate's degree : Medical/Clinical Assistant : Health Care and Social Assistance % 44: Retail Trade 12 8% : Occupational Therapist Assistant : Health Care and Social Assistance 78 83% : Physical Therapy Technician/Assistant : Health Care and Social Assistance 61 78% : Cardiovascular Technology/Technologist : Health Care and Social Assistance 22 69% : Emergency Medical Technology/Technician (EMT Paramedic) : Health Care and Social Assistance 21 55% : Medical Radiologic Technology/Science - Radiation Therapist : Health Care and Social Assistance % 44: Retail Trade 18 8% 72: Accommodation and Food Services 14 6% : Respiratory Care Therapy/Therapist : Health Care and Social Assistance 33 65% : Surgical Technology/Technologist : Health Care and Social Assistance 61 88% : Clinical/Medical Laboratory Technician : Health Care and Social Assistance 51 86% : Clinical/Medical Laboratory Science and Allied Professions, Other : Health Care and Social Assistance 10 77% : Substance Abuse/Addiction Counseling

11 Four-year university - Associate's degree 62: Health Care and Social Assistance 14 78% : Registered Nursing/Registered Nurse : Health Care and Social Assistance % 44: Retail Trade 21 3% 72: Accommodation and Food Services 19 2% 56: Admin./Support/Waste Mgmnt/Remed 15 2% 61: Educational Services 12 1% : Business Administration and Management, General : Retail Trade 35 18% 62: Health Care and Social Assistance 25 13% 31: Manufacturing 23 12% 52: Finance and Insurance 20 10% 56: Admin./Support/Waste Mgmnt/Remed 20 10% : Office Management and Supervision : Retail Trade 16 17% 52: Finance and Insurance 14 15% 72: Accommodation and Food Services 11 12% : Accounting Technology/Technician and Bookkeeping : Retail Trade 13 13% 56: Admin./Support/Waste Mgmnt/Remed 12 12% 54: Professional, Scientific, Technical 11 11% 52: Finance and Insurance 10 10% 62: Health Care and Social Assistance 10 10% : Hospitality Administration/Management, General : Accommodation and Food Services 14 61% : Hotel/Motel Administration/Management : Accommodation and Food Services 15 68% : Restaurant/Food Services Management : Accommodation and Food Services 11 79% 8

12 010103: Agricultural Economics : Wholesale Trade 39 19% 44: Retail Trade 31 15% 52: Finance and Insurance 25 12% 61: Educational Services 22 11% 31: Manufacturing 15 7% : Agricultural and Food Products Processing : Accommodation and Food Services 13 28% 31: Manufacturing 11 23% : Ornamental Horticulture : Admin./Support/Waste Mgmnt/Remed 11 28% : Turf and Turfgrass Management : Arts, Entertainment, and Recreation 30 60% 56: Admin./Support/Waste Mgmnt/Remed 11 22% : Animal Sciences, General : Professional, Scientific, Technical % 44: Retail Trade 53 12% 61: Educational Services 40 9% 11: Ag, Forestry, Fishing, Hunting 33 7% 72: Accommodation and Food Services 26 6% : Food Science : Manufacturing 28 40% 56: Admin./Support/Waste Mgmnt/Remed 12 17% 54: Professional, Scientific, Technical 10 14% : Agriculture, Agriculture Operations, and Related Sciences, Other : Construction % 56: Admin./Support/Waste Mgmnt/Remed 44 10% 31: Manufacturing 29 7% 44: Retail Trade 29 7% 54: Professional, Scientific, Technical 21 5% : Natural Resources/Conservation, General

13 54: Professional, Scientific, Technical 22 16% 92: Public Administration 22 16% 44: Retail Trade 19 14% 72: Accommodation and Food Services 18 13% 56: Admin./Support/Waste Mgmnt/Remed 13 10% : Environmental Studies : Accommodation and Food Services 26 20% 54: Professional, Scientific, Technical 19 15% 44: Retail Trade 17 13% 92: Public Administration 12 9% 56: Admin./Support/Waste Mgmnt/Remed 11 9% : Environmental Science : Professional, Scientific, Technical 43 20% 44: Retail Trade 29 13% 72: Accommodation and Food Services 27 13% 92: Public Administration 21 10% 61: Educational Services 18 8% : Natural Resources Management and Policy : Retail Trade 14 19% 72: Accommodation and Food Services 12 16% : Natural Resources Management and Policy, Other : Public Administration 25 22% 44: Retail Trade 19 17% 62: Health Care and Social Assistance 13 12% 71: Arts, Entertainment, and Recreation 13 12% 61: Educational Services 10 9% : Architecture : Professional, Scientific, Technical % 72: Accommodation and Food Services 85 16% 44: Retail Trade 69 13% 56: Admin./Support/Waste Mgmnt/Remed 34 6% 23: Construction 32 6% : City/Urban, Community and Regional Planning

14 54: Professional, Scientific, Technical 35 20% 44: Retail Trade 27 15% 72: Accommodation and Food Services 24 14% 56: Admin./Support/Waste Mgmnt/Remed 13 7% 81: Other Services (except Pub. Admin.) 12 7% : Environmental Design/Architecture : Professional, Scientific, Technical 27 37% : Interior Architecture : Retail Trade 41 34% 54: Professional, Scientific, Technical 16 13% 42: Wholesale Trade 14 12% 72: Accommodation and Food Services 10 8% : Landscape Architecture : Retail Trade 19 22% 54: Professional, Scientific, Technical 19 22% 56: Admin./Support/Waste Mgmnt/Remed 15 18% 72: Accommodation and Food Services 12 14% : Asian Studies/Civilization : Retail Trade 22 32% 72: Accommodation and Food Services 12 17% : Latin American Studies : Accommodation and Food Services 17 28% : African-American/Black Studies : Educational Services 17 18% 44: Retail Trade 15 16% 62: Health Care and Social Assistance 14 15% : Women's Studies : Health Care and Social Assistance 41 20% 44: Retail Trade 35 17% 61: Educational Services 34 16% 72: Accommodation and Food Services 27 13% 81: Other Services (except Pub. Admin.) 12 6% 11

15 090101: Speech Communication and Rhetoric : Retail Trade % 72: Accommodation and Food Services % 56: Admin./Support/Waste Mgmnt/Remed % 54: Professional, Scientific, Technical 367 9% 52: Finance and Insurance 257 7% : Mass Communication/Media Studies : Retail Trade 72 21% 72: Accommodation and Food Services 43 13% 51: Information 37 11% 56: Admin./Support/Waste Mgmnt/Remed 27 8% 61: Educational Services 26 8% : Journalism : Information % 44: Retail Trade % 72: Accommodation and Food Services % 54: Professional, Scientific, Technical % 56: Admin./Support/Waste Mgmnt/Remed 90 8% : Broadcast Journalism : Information 35 24% 44: Retail Trade 28 19% 56: Admin./Support/Waste Mgmnt/Remed 27 18% 72: Accommodation and Food Services 18 12% 52: Finance and Insurance 10 7% : Photojournalism : Retail Trade 33 24% 72: Accommodation and Food Services 29 21% 51: Information 28 20% 54: Professional, Scientific, Technical 15 11% : Radio and Television : Retail Trade % 72: Accommodation and Food Services % 51: Information % 56: Admin./Support/Waste Mgmnt/Remed 71 8% 12

16 54: Professional, Scientific, Technical 66 8% : Digital Communication and Media/Multimedia : Professional, Scientific, Technical 24 26% 44: Retail Trade 17 18% 72: Accommodation and Food Services 10 11% : Radio, Television, and Digital Communication, Other : Retail Trade 26 26% 72: Accommodation and Food Services 16 16% : Organizational Communication, General : Retail Trade 80 16% 72: Accommodation and Food Services 75 15% 56: Admin./Support/Waste Mgmnt/Remed 50 10% 52: Finance and Insurance 40 8% 61: Educational Services 40 8% : Public Relations/Image Management : Professional, Scientific, Technical % 72: Accommodation and Food Services % 44: Retail Trade % 62: Health Care and Social Assistance 54 7% 56: Admin./Support/Waste Mgmnt/Remed 53 7% : Advertising : Professional, Scientific, Technical 48 28% 44: Retail Trade 30 18% 72: Accommodation and Food Services 23 14% 51: Information 12 7% : Communication, Journalism, and Related Programs, Other : Retail Trade 43 22% 51: Information 31 16% 72: Accommodation and Food Services 25 13% 56: Admin./Support/Waste Mgmnt/Remed 19 10% : Computer and Information Sciences, General : Professional, Scientific, Technical % 13

17 51: Information 69 9% 52: Finance and Insurance 61 8% 56: Admin./Support/Waste Mgmnt/Remed 52 7% 31: Manufacturing 43 6% : Information Technology : Professional, Scientific, Technical % 62: Health Care and Social Assistance 88 14% 44: Retail Trade 72 11% 61: Educational Services 64 10% 72: Accommodation and Food Services 47 7% : Computer Programming/Programmer, General : Professional, Scientific, Technical 11 18% 31: Manufacturing 10 16% : Information Science/Studies : Professional, Scientific, Technical 67 24% 52: Finance and Insurance 31 11% 31: Manufacturing 27 10% 44: Retail Trade 27 10% 56: Admin./Support/Waste Mgmnt/Remed 22 8% : Computer Systems Analysis/Analyst : Professional, Scientific, Technical 48 23% 31: Manufacturing 27 13% 55: Management of Companies 22 11% 52: Finance and Insurance 17 8% 51: Information 13 6% : Computer Science : Professional, Scientific, Technical 93 38% 51: Information 24 10% 42: Wholesale Trade 20 8% 55: Management of Companies 19 8% 31: Manufacturing 16 7% : Computer Systems Networking and Telecommunications : Professional, Scientific, Technical 49 20% 56: Admin./Support/Waste Mgmnt/Remed 35 14% 14

18 52: Finance and Insurance 21 8% 31: Manufacturing 19 8% 42: Wholesale Trade 18 7% : Education, General : Educational Services 31 20% 62: Health Care and Social Assistance 31 20% 44: Retail Trade 20 13% 72: Accommodation and Food Services 18 11% 71: Arts, Entertainment, and Recreation 12 8% : Educational, Instructional, and Curriculum Supervision : Educational Services % 62: Health Care and Social Assistance 25 15% : Special Education and Teaching, General : Educational Services % 62: Health Care and Social Assistance % 72: Accommodation and Food Services 65 4% 44: Retail Trade 39 2% 56: Admin./Support/Waste Mgmnt/Remed 26 2% : Education/Teaching of Individuals with Hearing Impairments Including Deafness : Educational Services 16 80% : Education/Teaching of Individuals with Speech or Language Impairments : Health Care and Social Assistance 62 46% 61: Educational Services 21 16% 72: Accommodation and Food Services 19 14% 44: Retail Trade 12 9% : Education/Teaching of Individuals in Early Childhood Special Education Programs : Educational Services 39 55% 62: Health Care and Social Assistance 13 18% : Special Education and Teaching, Other

19 61: Educational Services 11 92% : Elementary Education and Teaching : Educational Services % 62: Health Care and Social Assistance % 44: Retail Trade 75 12% 72: Accommodation and Food Services 68 10% 81: Other Services (except Pub. Admin.) 28 4% : Junior High/Intermediate/Middle School Education and Teaching : Educational Services % 72: Accommodation and Food Services 160 8% 44: Retail Trade 144 7% 62: Health Care and Social Assistance 98 5% 56: Admin./Support/Waste Mgmnt/Remed 89 5% : Secondary Education and Teaching : Educational Services % 72: Accommodation and Food Services % 44: Retail Trade 118 9% 62: Health Care and Social Assistance 59 4% 56: Admin./Support/Waste Mgmnt/Remed 34 3% : Teacher Education, Multiple Levels : Educational Services 81 51% 72: Accommodation and Food Services 21 13% 44: Retail Trade 15 9% 56: Admin./Support/Waste Mgmnt/Remed 12 8% 62: Health Care and Social Assistance 10 6% : Kindergarten/Preschool Education and Teaching : Educational Services % 62: Health Care and Social Assistance % 72: Accommodation and Food Services 81 6% 56: Admin./Support/Waste Mgmnt/Remed 69 6% 44: Retail Trade 66 5% : Early Childhood Education and Teaching : Educational Services % 16

20 62: Health Care and Social Assistance % 72: Accommodation and Food Services 162 6% 44: Retail Trade 150 6% 56: Admin./Support/Waste Mgmnt/Remed 60 2% : Teacher Education and Professional Development, Specific Levels and Methods, Other : Educational Services 26 58% : Agricultural Teacher Education : Educational Services 40 53% : Art Teacher Education : Educational Services % 72: Accommodation and Food Services 49 16% 44: Retail Trade 39 12% 62: Health Care and Social Assistance 31 10% 54: Professional, Scientific, Technical 11 4% : Business Teacher Education : Educational Services 30 71% : English/Language Arts Teacher Education : Educational Services % 44: Retail Trade 45 12% 72: Accommodation and Food Services 38 10% 56: Admin./Support/Waste Mgmnt/Remed 20 5% 62: Health Care and Social Assistance 11 3% : Foreign Language Teacher Education : Educational Services 29 76% : Health Teacher Education : Health Care and Social Assistance 55 27% 61: Educational Services 32 16% 72: Accommodation and Food Services 25 12% 71: Arts, Entertainment, and Recreation 19 9% 44: Retail Trade 15 7% 17

21 131308: Family and Consumer Sciences/Home Economics Teacher Education : Educational Services 43 86% : Technology Teacher Education/Industrial Arts Teacher Education : Educational Services 13 46% : Sales and Marketing Operations/Marketing and Distribution Teacher Education : Educational Services 14 64% : Mathematics Teacher Education : Educational Services % 72: Accommodation and Food Services 27 8% 44: Retail Trade 24 7% 56: Admin./Support/Waste Mgmnt/Remed 10 3% : Music Teacher Education : Educational Services % 44: Retail Trade 63 13% 72: Accommodation and Food Services 45 9% 56: Admin./Support/Waste Mgmnt/Remed 27 5% 62: Health Care and Social Assistance 12 2% : Physical Education Teaching and Coaching : Educational Services % 62: Health Care and Social Assistance % 44: Retail Trade 77 10% 72: Accommodation and Food Services 72 10% 71: Arts, Entertainment, and Recreation 58 8% : Science Teacher Education/General Science Teacher Education : Educational Services % : Social Studies Teacher Education : Educational Services % 44: Retail Trade 68 13% 72: Accommodation and Food Services 49 9% 18

22 56: Admin./Support/Waste Mgmnt/Remed 34 6% 62: Health Care and Social Assistance 22 4% : Technical Teacher Education : Educational Services 75 33% 31: Manufacturing 33 15% 62: Health Care and Social Assistance 26 12% 56: Admin./Support/Waste Mgmnt/Remed 18 8% 54: Professional, Scientific, Technical 15 7% : Trade and Industrial Teacher Education : Educational Services 20 95% : Biology Teacher Education : Educational Services 22 73% : Chemistry Teacher Education : Educational Services 10 91% : French Language Teacher Education : Educational Services 16 89% : Spanish Language Teacher Education : Educational Services 71 85% : Teacher Education and Professional Development, Specific Subject Areas, Other : Educational Services 43 81% : Teaching English as a Second or Foreign Language/ESL Language Instructor : Educational Services 11 58% : Education, Other : Health Care and Social Assistance 50 17% 44: Retail Trade 47 16% 72: Accommodation and Food Services 46 15% 19

23 61: Educational Services 37 12% 56: Admin./Support/Waste Mgmnt/Remed 30 10% : Engineering, General : Construction 95 31% 31: Manufacturing 53 17% 54: Professional, Scientific, Technical 26 8% 61: Educational Services 26 8% 44: Retail Trade 21 7% : Aerospace, Aeronautical and Astronautical/Space Engineering : Professional, Scientific, Technical 59 37% 31: Manufacturing 52 32% 42: Wholesale Trade 11 7% 56: Admin./Support/Waste Mgmnt/Remed 10 6% : Agricultural Engineering : Manufacturing 23 17% 42: Wholesale Trade 21 15% 44: Retail Trade 16 12% 56: Admin./Support/Waste Mgmnt/Remed 14 10% 54: Professional, Scientific, Technical 12 9% : Architectural Engineering : Professional, Scientific, Technical 28 39% 44: Retail Trade 12 17% : Bioengineering and Biomedical Engineering : Manufacturing 75 26% 54: Professional, Scientific, Technical 61 21% 62: Health Care and Social Assistance 32 11% 44: Retail Trade 27 10% 42: Wholesale Trade 20 7% : Chemical Engineering : Manufacturing % 54: Professional, Scientific, Technical % 55: Management of Companies 50 8% 56: Admin./Support/Waste Mgmnt/Remed 45 7% 44: Retail Trade 43 7% 20

24 140801: Civil Engineering, General : Professional, Scientific, Technical % 23: Construction % 92: Public Administration 96 10% 31: Manufacturing 60 6% 44: Retail Trade 50 5% : Computer Engineering, General : Professional, Scientific, Technical % 31: Manufacturing 83 12% 51: Information 59 9% 55: Management of Companies 49 7% 56: Admin./Support/Waste Mgmnt/Remed 39 6% : Electrical and Electronics Engineering : Manufacturing % 54: Professional, Scientific, Technical % 55: Management of Companies 66 7% 56: Admin./Support/Waste Mgmnt/Remed 57 6% 42: Wholesale Trade 45 5% : Engineering Physics/Applied Physics : Professional, Scientific, Technical 12 28% 61: Educational Services 11 26% : Environmental/Environmental Health Engineering : Professional, Scientific, Technical 21 48% : Materials Engineering : Manufacturing 54 56% 54: Professional, Scientific, Technical 22 23% : Mechanical Engineering : Manufacturing % 54: Professional, Scientific, Technical % 42: Wholesale Trade 105 5% 55: Management of Companies 97 5% 56: Admin./Support/Waste Mgmnt/Remed 97 5% 21

25 143501: Industrial Engineering : Manufacturing % 54: Professional, Scientific, Technical 51 18% 55: Management of Companies 24 9% 44: Retail Trade 19 7% 56: Admin./Support/Waste Mgmnt/Remed 16 6% : Manufacturing Engineering : Manufacturing 18 39% : Engineering, Other : Manufacturing 20 57% : Engineering Technology, General : Manufacturing % 54: Professional, Scientific, Technical 57 12% 61: Educational Services 37 8% 23: Construction 36 8% 44: Retail Trade 33 7% : Civil Engineering Technology/Technician : Construction 14 30% 54: Professional, Scientific, Technical 11 23% : Electrical, Electronic and Communications Engineering Technology/Technician : Manufacturing 81 36% 54: Professional, Scientific, Technical 40 18% 42: Wholesale Trade 17 8% 56: Admin./Support/Waste Mgmnt/Remed 17 8% 55: Management of Companies 14 6% : Electromechanical Technology/Electromechanical Engineering Technology : Professional, Scientific, Technical 30 42% 31: Manufacturing 21 29% : Industrial Technology/Technician

26 31: Manufacturing 85 54% 54: Professional, Scientific, Technical 20 13% 56: Admin./Support/Waste Mgmnt/Remed 10 6% : Manufacturing Engineering Technology/Technician : Manufacturing 36 86% : Mechanical Engineering/Mechanical Technology/Technician : Manufacturing % 54: Professional, Scientific, Technical 38 10% 56: Admin./Support/Waste Mgmnt/Remed 34 9% 44: Retail Trade 20 5% 42: Wholesale Trade 19 5% : Mechanical Engineering Related Technologies/Technicians, Other : Manufacturing 27 56% : Construction Engineering Technology/Technician : Construction % 54: Professional, Scientific, Technical 57 14% 31: Manufacturing 25 6% 56: Admin./Support/Waste Mgmnt/Remed 24 6% 42: Wholesale Trade 15 4% : Surveying Technology/Surveying : Professional, Scientific, Technical 49 59% : Engineering/Industrial Management : Manufacturing 20 42% : Linguistics : Accommodation and Food Services 41 23% 44: Retail Trade 37 21% 61: Educational Services 26 15% 62: Health Care and Social Assistance 19 11% 54: Professional, Scientific, Technical 10 6% 23

27 160302: Japanese Language and Literature : Retail Trade 27 30% 72: Accommodation and Food Services 15 17% 56: Admin./Support/Waste Mgmnt/Remed 11 12% : Russian Language and Literature : Accommodation and Food Services 22 29% 44: Retail Trade 14 18% : German Language and Literature : Accommodation and Food Services 32 23% 44: Retail Trade 23 16% 61: Educational Services 18 13% 62: Health Care and Social Assistance 12 9% 54: Professional, Scientific, Technical 10 7% : French Language and Literature : Educational Services 54 20% 72: Accommodation and Food Services 52 20% 44: Retail Trade 47 18% 62: Health Care and Social Assistance 25 9% 54: Professional, Scientific, Technical 21 8% : Spanish Language and Literature : Educational Services % 72: Accommodation and Food Services % 44: Retail Trade % 62: Health Care and Social Assistance 78 10% 56: Admin./Support/Waste Mgmnt/Remed 54 7% : Classics and Classical Languages, Literatures, and Linguistics, General : Retail Trade 19 25% 61: Educational Services 12 16% 72: Accommodation and Food Services 11 14% : Sign Language Interpretation and Translation : Educational Services 28 49% 24

28 190401: Family Resource Management Studies, General : Finance and Insurance % 44: Retail Trade % 56: Admin./Support/Waste Mgmnt/Remed 90 13% 72: Accommodation and Food Services 58 8% 54: Professional, Scientific, Technical 51 7% : Foods, Nutrition, and Wellness Studies, General : Accommodation and Food Services % 62: Health Care and Social Assistance 55 18% 44: Retail Trade 28 9% 31: Manufacturing 16 5% 71: Arts, Entertainment, and Recreation 16 5% : Human Nutrition : Health Care and Social Assistance % 72: Accommodation and Food Services 78 17% 44: Retail Trade 56 12% 61: Educational Services 46 10% 71: Arts, Entertainment, and Recreation 34 7% : Foodservice Systems Administration/Management : Accommodation and Food Services 80 66% 44: Retail Trade 12 10% : Housing and Human Environments, General : Retail Trade 38 38% 54: Professional, Scientific, Technical 15 15% 72: Accommodation and Food Services 14 14% : Human Development and Family Studies, General : Health Care and Social Assistance % 61: Educational Services % 72: Accommodation and Food Services % 44: Retail Trade 188 9% 81: Other Services (except Pub. Admin.) 98 5% : Family Systems : Health Care and Social Assistance 18 40% 25

29 190706: Child Development : Health Care and Social Assistance 97 38% 61: Educational Services 88 34% 44: Retail Trade 20 8% 72: Accommodation and Food Services 20 8% 81: Other Services (except Pub. Admin.) 10 4% : Family and Community Services : Health Care and Social Assistance 12 38% : Apparel and Textiles, General : Retail Trade % 72: Accommodation and Food Services 61 9% 56: Admin./Support/Waste Mgmnt/Remed 40 6% 55: Management of Companies 27 4% 54: Professional, Scientific, Technical 24 4% : Legal Assistant/Paralegal : Professional, Scientific, Technical % 44: Retail Trade 21 9% 56: Admin./Support/Waste Mgmnt/Remed 17 8% 72: Accommodation and Food Services 14 6% 62: Health Care and Social Assistance 13 6% : English Language and Literature, General : Retail Trade % 61: Educational Services % 72: Accommodation and Food Services % 56: Admin./Support/Waste Mgmnt/Remed 230 8% 62: Health Care and Social Assistance 208 7% : Speech and Rhetorical Studies : Retail Trade % 72: Accommodation and Food Services % 56: Admin./Support/Waste Mgmnt/Remed 80 10% 52: Finance and Insurance 68 9% 54: Professional, Scientific, Technical 54 7% : Creative Writing

30 44: Retail Trade 74 26% 72: Accommodation and Food Services 64 22% 54: Professional, Scientific, Technical 28 10% 61: Educational Services 27 9% 56: Admin./Support/Waste Mgmnt/Remed 21 7% : Professional, Technical, Business, and Scientific Writing : Accommodation and Food Services 10 18% : Rhetoric and Composition : Retail Trade 58 17% 72: Accommodation and Food Services 53 16% 56: Admin./Support/Waste Mgmnt/Remed 33 10% 52: Finance and Insurance 29 9% 54: Professional, Scientific, Technical 26 8% : Liberal Arts and Sciences/Liberal Studies : Retail Trade % 62: Health Care and Social Assistance % 61: Educational Services 89 11% 72: Accommodation and Food Services 86 11% 56: Admin./Support/Waste Mgmnt/Remed 73 9% : General Studies : Health Care and Social Assistance % 44: Retail Trade % 61: Educational Services % 72: Accommodation and Food Services 69 10% 56: Admin./Support/Waste Mgmnt/Remed 47 7% : Humanities/Humanistic Studies : Retail Trade 21 21% 72: Accommodation and Food Services 16 16% 61: Educational Services 14 14% : Liberal Arts and Sciences, General Studies and Humanities, Other : Health Care and Social Assistance % 44: Retail Trade % 27

31 61: Educational Services 91 12% 72: Accommodation and Food Services 85 12% 56: Admin./Support/Waste Mgmnt/Remed 51 7% : Biology/Biological Sciences, General : Health Care and Social Assistance % 44: Retail Trade % 72: Accommodation and Food Services % 61: Educational Services % 56: Admin./Support/Waste Mgmnt/Remed 278 9% : Biochemistry : Health Care and Social Assistance 28 18% 61: Educational Services 25 16% 44: Retail Trade 22 14% 56: Admin./Support/Waste Mgmnt/Remed 17 11% 31: Manufacturing 16 10% : Botany/Plant Biology : Accommodation and Food Services 18 24% 44: Retail Trade 13 18% 61: Educational Services 12 16% 62: Health Care and Social Assistance 10 14% : Microbiology, General : Health Care and Social Assistance 82 26% 61: Educational Services 57 18% 56: Admin./Support/Waste Mgmnt/Remed 50 16% 54: Professional, Scientific, Technical 36 11% 72: Accommodation and Food Services 29 9% : Zoology/Animal Biology : Health Care and Social Assistance % 54: Professional, Scientific, Technical % 44: Retail Trade % 72: Accommodation and Food Services % 61: Educational Services % : Molecular Genetics : Educational Services 31 29% 28

32 62: Health Care and Social Assistance 21 20% 54: Professional, Scientific, Technical 12 11% 44: Retail Trade 10 9% : Neuroscience : Health Care and Social Assistance 17 22% 44: Retail Trade 15 20% 56: Admin./Support/Waste Mgmnt/Remed 10 13% : Biological and Biomedical Sciences, Other : Health Care and Social Assistance 20 48% : Mathematics, General : Educational Services % 54: Professional, Scientific, Technical 59 10% 52: Finance and Insurance 58 10% 44: Retail Trade 51 9% 72: Accommodation and Food Services 46 8% : Applied Mathematics, General : Professional, Scientific, Technical 11 24% : Statistics, General : Educational Services 31 32% 52: Finance and Insurance 14 15% 54: Professional, Scientific, Technical 10 10% 72: Accommodation and Food Services 10 10% : Multi-/Interdisciplinary Studies, General : Health Care and Social Assistance 80 25% 61: Educational Services 42 13% 44: Retail Trade 40 12% 56: Admin./Support/Waste Mgmnt/Remed 24 7% 72: Accommodation and Food Services 23 7% : Gerontology : Health Care and Social Assistance 51 52% 72: Accommodation and Food Services 11 11% 44: Retail Trade 10 10% 29

33 301901: Nutrition Sciences : Health Care and Social Assistance 41 35% 72: Accommodation and Food Services 25 22% 44: Retail Trade 14 12% : Multi-/Interdisciplinary Studies, Other : Health Care and Social Assistance 74 17% 61: Educational Services 71 17% 44: Retail Trade 58 14% 72: Accommodation and Food Services 48 11% 56: Admin./Support/Waste Mgmnt/Remed 33 8% : Parks, Recreation and Leisure Studies : Retail Trade 23 17% 72: Accommodation and Food Services 19 14% 62: Health Care and Social Assistance 17 12% 61: Educational Services 16 12% 81: Other Services (except Pub. Admin.) 13 9% : Parks, Recreation and Leisure Facilities Management, General : Accommodation and Food Services 12 17% 71: Arts, Entertainment, and Recreation 11 16% : Health and Physical Education/Fitness, General : Arts, Entertainment, and Recreation 83 16% 62: Health Care and Social Assistance 79 15% 61: Educational Services 72 14% 44: Retail Trade 68 13% 72: Accommodation and Food Services 60 11% : Sport and Fitness Administration/Management : Arts, Entertainment, and Recreation % 44: Retail Trade % 61: Educational Services % 72: Accommodation and Food Services 98 11% 56: Admin./Support/Waste Mgmnt/Remed 69 7% : Kinesiology and Exercise Science

34 62: Health Care and Social Assistance % 44: Retail Trade % 72: Accommodation and Food Services % 71: Arts, Entertainment, and Recreation % 61: Educational Services 95 8% : Health and Physical Education/Fitness, Other : Health Care and Social Assistance 32 24% 71: Arts, Entertainment, and Recreation 25 18% 72: Accommodation and Food Services 19 14% 44: Retail Trade 13 10% 56: Admin./Support/Waste Mgmnt/Remed 11 8% : Addiction Prevention and Treatment : Health Care and Social Assistance 11 52% : Philosophy : Accommodation and Food Services 91 22% 44: Retail Trade 71 17% 61: Educational Services 37 9% 62: Health Care and Social Assistance 35 9% 54: Professional, Scientific, Technical 34 8% : Religion/Religious Studies : Retail Trade 20 22% 72: Accommodation and Food Services 18 20% 62: Health Care and Social Assistance 14 16% : Astronomy : Educational Services 10 38% : Chemistry, General : Retail Trade % 56: Admin./Support/Waste Mgmnt/Remed % 54: Professional, Scientific, Technical 98 14% 62: Health Care and Social Assistance 84 12% 31: Manufacturing 80 11% : Geology/Earth Science, General

35 44: Retail Trade 61 20% 54: Professional, Scientific, Technical 47 16% 72: Accommodation and Food Services 45 15% 61: Educational Services 26 9% 56: Admin./Support/Waste Mgmnt/Remed 17 6% : Physics, General : Educational Services 33 23% 56: Admin./Support/Waste Mgmnt/Remed 19 13% 54: Professional, Scientific, Technical 18 13% 72: Accommodation and Food Services 18 13% 44: Retail Trade 13 9% : Psychology, General : Health Care and Social Assistance % 72: Accommodation and Food Services % 44: Retail Trade % 61: Educational Services % 56: Admin./Support/Waste Mgmnt/Remed 476 7% : Criminal Justice/Safety Studies : Health Care and Social Assistance % 44: Retail Trade % 72: Accommodation and Food Services % 56: Admin./Support/Waste Mgmnt/Remed % 92: Public Administration 191 8% : Forensic Science and Technology : Retail Trade 10 50% : Fire Services Administration : Public Administration 34 72% : Fire Protection, Other : Health Care and Social Assistance 25 21% 44: Retail Trade 14 12% 92: Public Administration 13 11% 56: Admin./Support/Waste Mgmnt/Remed 12 10% 72: Accommodation and Food Services 10 8% 32

36 440401: Public Administration : Public Administration 30 20% 62: Health Care and Social Assistance 21 14% 56: Admin./Support/Waste Mgmnt/Remed 14 9% 61: Educational Services 11 7% 81: Other Services (except Pub. Admin.) 11 7% : Social Work : Health Care and Social Assistance % 72: Accommodation and Food Services 161 8% 44: Retail Trade 154 8% 61: Educational Services 99 5% 81: Other Services (except Pub. Admin.) 68 3% : Social Sciences, General : Educational Services 40 26% 62: Health Care and Social Assistance 37 24% 44: Retail Trade 19 12% 72: Accommodation and Food Services 10 7% : Anthropology : Retail Trade % 72: Accommodation and Food Services % 61: Educational Services 78 10% 62: Health Care and Social Assistance 66 9% 54: Professional, Scientific, Technical 55 7% : Criminology : Retail Trade % 62: Health Care and Social Assistance % 72: Accommodation and Food Services % 56: Admin./Support/Waste Mgmnt/Remed % 92: Public Administration 129 9% : Economics, General : Finance and Insurance % 44: Retail Trade % 56: Admin./Support/Waste Mgmnt/Remed % 72: Accommodation and Food Services % 54: Professional, Scientific, Technical % 33

37 450701: Geography : Retail Trade 99 21% 72: Accommodation and Food Services 68 14% 54: Professional, Scientific, Technical 60 12% 56: Admin./Support/Waste Mgmnt/Remed 48 10% 61: Educational Services 38 8% : International Relations and Affairs : Accommodation and Food Services % 44: Retail Trade % 56: Admin./Support/Waste Mgmnt/Remed % 54: Professional, Scientific, Technical 102 9% 61: Educational Services 97 8% : Political Science and Government, General : Retail Trade % 72: Accommodation and Food Services % 54: Professional, Scientific, Technical % 56: Admin./Support/Waste Mgmnt/Remed 190 9% 62: Health Care and Social Assistance 159 7% : American Government and Politics (United States) : Retail Trade 20 19% 54: Professional, Scientific, Technical 16 16% 72: Accommodation and Food Services 12 12% 81: Other Services (except Pub. Admin.) 10 10% 92: Public Administration 10 10% : Sociology : Health Care and Social Assistance % 44: Retail Trade % 72: Accommodation and Food Services % 61: Educational Services % 56: Admin./Support/Waste Mgmnt/Remed 156 8% : Urban Studies/Affairs : Health Care and Social Assistance 51 18% 92: Public Administration 32 11% 44: Retail Trade 30 11% 34

38 81: Other Services (except Pub. Admin.) 25 9% 56: Admin./Support/Waste Mgmnt/Remed 24 8% : Aeronautics/Aviation/Aerospace Science and Technology, General : Educational Services 80 26% 48: Transportation and Warehousing 62 20% 72: Accommodation and Food Services 37 12% 44: Retail Trade 35 11% 56: Admin./Support/Waste Mgmnt/Remed 19 6% : Aviation/Airway Management and Operations : Transportation and Warehousing 24 32% 61: Educational Services 17 22% : Visual and Performing Arts, General : Retail Trade 19 33% 72: Accommodation and Food Services 12 21% : Crafts/Craft Design, Folk Art and Artisanry : Retail Trade 18 40% 54: Professional, Scientific, Technical 10 22% 72: Accommodation and Food Services 10 22% : Dance, General : Retail Trade 30 24% 72: Accommodation and Food Services 30 24% 61: Educational Services 26 21% 71: Arts, Entertainment, and Recreation 11 9% : Design and Visual Communications, General : Professional, Scientific, Technical 81 21% 44: Retail Trade 53 14% 31: Manufacturing 52 13% 51: Information 42 11% 56: Admin./Support/Waste Mgmnt/Remed 34 9% : Commercial and Advertising Art : Professional, Scientific, Technical % 35

39 44: Retail Trade 48 16% 51: Information 36 12% 31: Manufacturing 24 8% 72: Accommodation and Food Services 17 6% : Industrial and Product Design : Professional, Scientific, Technical 60 33% 44: Retail Trade 27 15% 72: Accommodation and Food Services 17 9% 31: Manufacturing 16 9% 55: Management of Companies 12 7% : Fashion/Apparel Design : Retail Trade 75 36% 54: Professional, Scientific, Technical 53 25% 72: Accommodation and Food Services 18 9% 55: Management of Companies 16 8% : Interior Design : Professional, Scientific, Technical 67 27% 44: Retail Trade 62 25% 72: Accommodation and Food Services 35 14% 42: Wholesale Trade 20 8% 56: Admin./Support/Waste Mgmnt/Remed 14 6% : Graphic Design : Professional, Scientific, Technical 44 23% 44: Retail Trade 28 15% 56: Admin./Support/Waste Mgmnt/Remed 22 11% 31: Manufacturing 21 11% 72: Accommodation and Food Services 20 10% : Drama and Dramatics/Theatre Arts, General : Accommodation and Food Services 94 26% 44: Retail Trade 81 22% 71: Arts, Entertainment, and Recreation 41 11% 61: Educational Services 31 8% 56: Admin./Support/Waste Mgmnt/Remed 21 6% : Technical Theatre/Theatre Design and Technology

40 71: Arts, Entertainment, and Recreation 12 26% 44: Retail Trade 10 21% : Acting : Accommodation and Food Services 27 36% 44: Retail Trade 15 20% 71: Arts, Entertainment, and Recreation 13 18% : Film/Cinema/Video Studies : Retail Trade 59 27% 72: Accommodation and Food Services 52 23% 51: Information 18 8% 61: Educational Services 15 7% 54: Professional, Scientific, Technical 13 6% : Cinematography and Film/Video Production : Retail Trade 35 21% 72: Accommodation and Food Services 33 20% 56: Admin./Support/Waste Mgmnt/Remed 15 9% 51: Information 13 8% 54: Professional, Scientific, Technical 11 7% : Photography : Retail Trade 15 27% 54: Professional, Scientific, Technical 11 20% : Art/Art Studies, General : Retail Trade % 72: Accommodation and Food Services % 61: Educational Services % 54: Professional, Scientific, Technical 77 7% 56: Admin./Support/Waste Mgmnt/Remed 74 6% : Fine/Studio Arts, General : Retail Trade % 72: Accommodation and Food Services 71 19% 31: Manufacturing 28 7% 61: Educational Services 28 7% 62: Health Care and Social Assistance 25 7% 37

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