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

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 www.ohioanalytics.gov. Summer 2016

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 2013. 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, http://ohiolmi.com/proj/ohiojoboutlook.htm (accessed February 19, 2016). www.oerc.osu.edu oerc@oerc.osu.edu (855) 231-7753

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%).

Four-year university - Less than four-year certificate 090902: Public Relations/Image Management 207 145 72: 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% 131003: Education/Teaching of Individuals with Hearing Impairments Including Deafness 188 133 44: 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% 131401: Teaching English as a Second or Foreign Language/ESL Language Instructor 145 75 61: Educational Services 37 49% 72: Accommodation and Food Services 10 13% 140701: Chemical Engineering 75 52 31: Manufacturing 19 37% 54: Professional, Scientific, Technical 11 21% 161603: Sign Language Interpretation and Translation 67 46 61: Educational Services 12 26% 62: Health Care and Social Assistance 11 24% 169999: Foreign Languages, Literatures, and Linguistics, Other 77 50 44: Retail Trade 12 24% 190704: Family Systems 86 66 62: Health Care and Social Assistance 30 45% 61: Educational Services 15 23% 190799: Human Development, Family Studies, and Related Services, Other 65 50 62: Health Care and Social Assistance 17 34% 1

Four-year university - Less than four-year certificate 61: Educational Services 12 24% 220302: Legal Assistant/Paralegal 64 45 54: Professional, Scientific, Technical 25 56% 270301: Applied Mathematics, General 63 49 31: Manufacturing 17 35% 54: Professional, Scientific, Technical 14 29% 301101: Gerontology 140 99 62: Health Care and Social Assistance 57 58% 72: Accommodation and Food Services 10 10% 309999: Multi-/Interdisciplinary Studies, Other 315 131 72: 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% 451001: Political Science and Government, General 113 67 44: Retail Trade 11 16% 511005: Clinical Laboratory Science/Medical Technology/Technologist 36 25 62: Health Care and Social Assistance 23 92% 511501: Substance Abuse/Addiction Counseling 67 48 62: Health Care and Social Assistance 25 52% 513101: Dietetics/Dietitian 27 19 62: Health Care and Social Assistance 13 68% 521101: International Business/Trade/Commerce 138 82 62: Health Care and Social Assistance 24 29% 44: Retail Trade 10 12% 521401: Marketing/Marketing Management, General 296 173 2

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

Four-year university - Associate's degree 110501: Computer Systems Analysis/Analyst 263 207 54: 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% 120503: Culinary Arts/Chef Training 61 54 72: Accommodation and Food Services 24 44% 62: Health Care and Social Assistance 10 19% 131209: Kindergarten/Preschool Education and Teaching 261 143 62: Health Care and Social Assistance 94 66% 61: Educational Services 22 15% 131210: Early Childhood Education and Teaching 61 26 62: Health Care and Social Assistance 22 85% 139999: Education, Other 36 30 62: Health Care and Social Assistance 21 70% 150201: Civil Engineering Technology/Technician 154 104 23: Construction 59 57% 54: Professional, Scientific, Technical 13 12% 44: Retail Trade 10 10% 150303: Electrical, Electronic and Communications Engineering Technology/Technician 122 89 31: Manufacturing 34 38% 54: Professional, Scientific, Technical 13 15% 56: Admin./Support/Waste Mgmnt/Remed 11 12% 150399: Electrical and Electronic Engineering Technologies/Technicians, Other 235 152 22: Utilities 73 48% 44: Retail Trade 19 12% 31: Manufacturing 15 10% 4

Four-year university - Associate's degree 150613: Manufacturing Engineering Technology/Technician 50 34 31: Manufacturing 27 79% 150805: Mechanical Engineering/Mechanical Technology/Technician 260 205 31: Manufacturing 114 56% 54: Professional, Scientific, Technical 23 11% 56: Admin./Support/Waste Mgmnt/Remed 18 9% 42: Wholesale Trade 12 6% 151001: Construction Engineering Technology/Technician 119 101 23: Construction 50 50% 54: Professional, Scientific, Technical 10 10% 151102: Surveying Technology/Surveying 50 39 54: Professional, Scientific, Technical 19 49% 151301: Drafting and Design Technology/Technician, General 62 49 31: Manufacturing 16 33% 44: Retail Trade 11 22% 190708: Child Care and Support Services Management 64 48 62: Health Care and Social Assistance 36 75% 220302: Legal Assistant/Paralegal 116 77 54: Professional, Scientific, Technical 31 40% 240101: Liberal Arts and Sciences/Liberal Studies 1017 660 44: Retail Trade 116 18% 62: Health Care and Social Assistance 102 15% 61: Educational Services 98 15% 72: Accommodation and Food Services 92 14% 52: Finance and Insurance 41 6% 240102: General Studies 2236 1610 44: Retail Trade 333 21% 62: Health Care and Social Assistance 232 14% 5

Four-year university - Associate's degree 72: Accommodation and Food Services 221 14% 61: Educational Services 188 12% 56: Admin./Support/Waste Mgmnt/Remed 109 7% 430104: Criminal Justice/Safety Studies 106 75 92: 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% 430107: Criminal Justice/Police Science 402 287 44: 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% 430201: Fire Prevention and Safety Technology/Technician 125 92 62: Health Care and Social Assistance 23 25% 92: Public Administration 16 17% 72: Accommodation and Food Services 14 15% 44: Retail Trade 10 11% 430203: Fire Science/Fire-fighting 33 29 92: Public Administration 20 69% 430299: Fire Protection, Other 19 17 62: Health Care and Social Assistance 13 76% 440201: Community Organization and Advocacy 61 39 62: Health Care and Social Assistance 23 59% 450702: Geographic Information Science and Cartography 22 18 54: Professional, Scientific, Technical 10 56% 510602: Dental Hygiene/Hygienist 179 135 62: Health Care and Social Assistance 102 76% 72: Accommodation and Food Services 13 10% 6

Four-year university - Associate's degree 510801: Medical/Clinical Assistant 177 144 62: Health Care and Social Assistance 102 71% 44: Retail Trade 12 8% 510803: Occupational Therapist Assistant 133 94 62: Health Care and Social Assistance 78 83% 510806: Physical Therapy Technician/Assistant 115 78 62: Health Care and Social Assistance 61 78% 510901: Cardiovascular Technology/Technologist 38 32 62: Health Care and Social Assistance 22 69% 510904: Emergency Medical Technology/Technician (EMT Paramedic) 47 38 62: Health Care and Social Assistance 21 55% 510907: Medical Radiologic Technology/Science - Radiation Therapist 256 216 62: Health Care and Social Assistance 167 77% 44: Retail Trade 18 8% 72: Accommodation and Food Services 14 6% 510908: Respiratory Care Therapy/Therapist 70 51 62: Health Care and Social Assistance 33 65% 510909: Surgical Technology/Technologist 84 69 62: Health Care and Social Assistance 61 88% 511004: Clinical/Medical Laboratory Technician 93 59 62: Health Care and Social Assistance 51 86% 511099: Clinical/Medical Laboratory Science and Allied Professions, Other 17 13 62: Health Care and Social Assistance 10 77% 511501: Substance Abuse/Addiction Counseling 23 18 7

Four-year university - Associate's degree 62: Health Care and Social Assistance 14 78% 513801: Registered Nursing/Registered Nurse 1069 835 62: Health Care and Social Assistance 738 88% 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% 520201: Business Administration and Management, General 276 196 44: 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% 520204: Office Management and Supervision 114 95 44: Retail Trade 16 17% 52: Finance and Insurance 14 15% 72: Accommodation and Food Services 11 12% 520302: Accounting Technology/Technician and Bookkeeping 130 101 44: 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% 520901: Hospitality Administration/Management, General 31 23 72: Accommodation and Food Services 14 61% 520904: Hotel/Motel Administration/Management 28 22 72: Accommodation and Food Services 15 68% 520905: Restaurant/Food Services Management 16 14 72: Accommodation and Food Services 11 79% 8

010103: Agricultural Economics 318 206 42: Wholesale Trade 39 19% 44: Retail Trade 31 15% 52: Finance and Insurance 25 12% 61: Educational Services 22 11% 31: Manufacturing 15 7% 010401: Agricultural and Food Products Processing 77 47 72: Accommodation and Food Services 13 28% 31: Manufacturing 11 23% 010603: Ornamental Horticulture 68 39 56: Admin./Support/Waste Mgmnt/Remed 11 28% 010607: Turf and Turfgrass Management 79 50 71: Arts, Entertainment, and Recreation 30 60% 56: Admin./Support/Waste Mgmnt/Remed 11 22% 010901: Animal Sciences, General 689 446 54: Professional, Scientific, Technical 142 32% 44: Retail Trade 53 12% 61: Educational Services 40 9% 11: Ag, Forestry, Fishing, Hunting 33 7% 72: Accommodation and Food Services 26 6% 011001: Food Science 132 70 31: Manufacturing 28 40% 56: Admin./Support/Waste Mgmnt/Remed 12 17% 54: Professional, Scientific, Technical 10 14% 019999: Agriculture, Agriculture Operations, and Related Sciences, Other 634 434 23: Construction 212 49% 56: Admin./Support/Waste Mgmnt/Remed 44 10% 31: Manufacturing 29 7% 44: Retail Trade 29 7% 54: Professional, Scientific, Technical 21 5% 030101: Natural Resources/Conservation, General 180 134 9

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% 030103: Environmental Studies 214 127 72: 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% 030104: Environmental Science 388 215 54: 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% 030201: Natural Resources Management and Policy 118 73 44: Retail Trade 14 19% 72: Accommodation and Food Services 12 16% 030299: Natural Resources Management and Policy, Other 199 113 92: 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% 040201: Architecture 1311 540 54: Professional, Scientific, Technical 218 40% 72: Accommodation and Food Services 85 16% 44: Retail Trade 69 13% 56: Admin./Support/Waste Mgmnt/Remed 34 6% 23: Construction 32 6% 040301: City/Urban, Community and Regional Planning 371 175 10

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% 040401: Environmental Design/Architecture 146 73 54: Professional, Scientific, Technical 27 37% 040501: Interior Architecture 214 120 44: Retail Trade 41 34% 54: Professional, Scientific, Technical 16 13% 42: Wholesale Trade 14 12% 72: Accommodation and Food Services 10 8% 040601: Landscape Architecture 129 85 44: 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% 050103: Asian Studies/Civilization 134 69 44: Retail Trade 22 32% 72: Accommodation and Food Services 12 17% 050107: Latin American Studies 131 61 72: Accommodation and Food Services 17 28% 050201: African-American/Black Studies 156 92 61: Educational Services 17 18% 44: Retail Trade 15 16% 62: Health Care and Social Assistance 14 15% 050207: Women's Studies 326 209 62: 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

090101: Speech Communication and Rhetoric 5687 3889 44: Retail Trade 677 17% 72: Accommodation and Food Services 584 15% 56: Admin./Support/Waste Mgmnt/Remed 379 10% 54: Professional, Scientific, Technical 367 9% 52: Finance and Insurance 257 7% 090102: Mass Communication/Media Studies 650 337 44: 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% 090401: Journalism 2213 1178 51: Information 245 21% 44: Retail Trade 180 15% 72: Accommodation and Food Services 174 15% 54: Professional, Scientific, Technical 140 12% 56: Admin./Support/Waste Mgmnt/Remed 90 8% 090402: Broadcast Journalism 310 148 51: 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% 090404: Photojournalism 304 139 44: Retail Trade 33 24% 72: Accommodation and Food Services 29 21% 51: Information 28 20% 54: Professional, Scientific, Technical 15 11% 090701: Radio and Television 1467 841 44: Retail Trade 197 23% 72: Accommodation and Food Services 140 17% 51: Information 106 13% 56: Admin./Support/Waste Mgmnt/Remed 71 8% 12

54: Professional, Scientific, Technical 66 8% 090702: Digital Communication and Media/Multimedia 199 94 54: Professional, Scientific, Technical 24 26% 44: Retail Trade 17 18% 72: Accommodation and Food Services 10 11% 090799: Radio, Television, and Digital Communication, Other 155 100 44: Retail Trade 26 26% 72: Accommodation and Food Services 16 16% 090901: Organizational Communication, General 716 503 44: 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% 090902: Public Relations/Image Management 1187 745 54: Professional, Scientific, Technical 131 18% 72: Accommodation and Food Services 114 15% 44: Retail Trade 111 15% 62: Health Care and Social Assistance 54 7% 56: Admin./Support/Waste Mgmnt/Remed 53 7% 090903: Advertising 242 169 54: Professional, Scientific, Technical 48 28% 44: Retail Trade 30 18% 72: Accommodation and Food Services 23 14% 51: Information 12 7% 099999: Communication, Journalism, and Related Programs, Other 291 193 44: Retail Trade 43 22% 51: Information 31 16% 72: Accommodation and Food Services 25 13% 56: Admin./Support/Waste Mgmnt/Remed 19 10% 110101: Computer and Information Sciences, General 1157 758 54: Professional, Scientific, Technical 330 44% 13

51: Information 69 9% 52: Finance and Insurance 61 8% 56: Admin./Support/Waste Mgmnt/Remed 52 7% 31: Manufacturing 43 6% 110103: Information Technology 908 648 54: Professional, Scientific, Technical 123 19% 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% 110201: Computer Programming/Programmer, General 88 61 54: Professional, Scientific, Technical 11 18% 31: Manufacturing 10 16% 110401: Information Science/Studies 383 281 54: 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% 110501: Computer Systems Analysis/Analyst 273 209 54: 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% 110701: Computer Science 380 244 54: Professional, Scientific, Technical 93 38% 51: Information 24 10% 42: Wholesale Trade 20 8% 55: Management of Companies 19 8% 31: Manufacturing 16 7% 110901: Computer Systems Networking and Telecommunications 326 248 54: Professional, Scientific, Technical 49 20% 56: Admin./Support/Waste Mgmnt/Remed 35 14% 14

52: Finance and Insurance 21 8% 31: Manufacturing 19 8% 42: Wholesale Trade 18 7% 130101: Education, General 221 158 61: 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% 130404: Educational, Instructional, and Curriculum Supervision 201 168 61: Educational Services 115 68% 62: Health Care and Social Assistance 25 15% 131001: Special Education and Teaching, General 1954 1595 61: Educational Services 1218 76% 62: Health Care and Social Assistance 174 11% 72: Accommodation and Food Services 65 4% 44: Retail Trade 39 2% 56: Admin./Support/Waste Mgmnt/Remed 26 2% 131003: Education/Teaching of Individuals with Hearing Impairments Including Deafness 32 20 61: Educational Services 16 80% 131012: Education/Teaching of Individuals with Speech or Language Impairments 198 135 62: Health Care and Social Assistance 62 46% 61: Educational Services 21 16% 72: Accommodation and Food Services 19 14% 44: Retail Trade 12 9% 131015: Education/Teaching of Individuals in Early Childhood Special Education Programs 77 71 61: Educational Services 39 55% 62: Health Care and Social Assistance 13 18% 131099: Special Education and Teaching, Other 12 12 15

61: Educational Services 11 92% 131202: Elementary Education and Teaching 791 652 61: Educational Services 284 44% 62: Health Care and Social Assistance 103 16% 44: Retail Trade 75 12% 72: Accommodation and Food Services 68 10% 81: Other Services (except Pub. Admin.) 28 4% 131203: Junior High/Intermediate/Middle School Education and Teaching 2405 1930 61: Educational Services 1251 65% 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% 131205: Secondary Education and Teaching 1661 1315 61: Educational Services 814 62% 72: Accommodation and Food Services 127 10% 44: Retail Trade 118 9% 62: Health Care and Social Assistance 59 4% 56: Admin./Support/Waste Mgmnt/Remed 34 3% 131206: Teacher Education, Multiple Levels 214 158 61: 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% 131209: Kindergarten/Preschool Education and Teaching 1568 1250 61: Educational Services 575 46% 62: Health Care and Social Assistance 354 28% 72: Accommodation and Food Services 81 6% 56: Admin./Support/Waste Mgmnt/Remed 69 6% 44: Retail Trade 66 5% 131210: Early Childhood Education and Teaching 3248 2592 61: Educational Services 1546 60% 16

62: Health Care and Social Assistance 510 20% 72: Accommodation and Food Services 162 6% 44: Retail Trade 150 6% 56: Admin./Support/Waste Mgmnt/Remed 60 2% 131299: Teacher Education and Professional Development, Specific Levels and Methods, Other 56 45 61: Educational Services 26 58% 131301: Agricultural Teacher Education 95 75 61: Educational Services 40 53% 131302: Art Teacher Education 413 312 61: Educational Services 132 42% 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% 131303: Business Teacher Education 56 42 61: Educational Services 30 71% 131305: English/Language Arts Teacher Education 501 374 61: Educational Services 217 58% 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% 131306: Foreign Language Teacher Education 49 38 61: Educational Services 29 76% 131307: Health Teacher Education 271 202 62: 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

131308: Family and Consumer Sciences/Home Economics Teacher Education 59 50 61: Educational Services 43 86% 131309: Technology Teacher Education/Industrial Arts Teacher Education 43 28 61: Educational Services 13 46% 131310: Sales and Marketing Operations/Marketing and Distribution Teacher Education 30 22 61: Educational Services 14 64% 131311: Mathematics Teacher Education 459 351 61: Educational Services 257 73% 72: Accommodation and Food Services 27 8% 44: Retail Trade 24 7% 56: Admin./Support/Waste Mgmnt/Remed 10 3% 131312: Music Teacher Education 745 498 61: Educational Services 299 60% 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% 131314: Physical Education Teaching and Coaching 1067 750 61: Educational Services 277 37% 62: Health Care and Social Assistance 108 14% 44: Retail Trade 77 10% 72: Accommodation and Food Services 72 10% 71: Arts, Entertainment, and Recreation 58 8% 131316: Science Teacher Education/General Science Teacher Education 190 143 61: Educational Services 116 81% 131318: Social Studies Teacher Education 697 528 61: Educational Services 278 53% 44: Retail Trade 68 13% 72: Accommodation and Food Services 49 9% 18

56: Admin./Support/Waste Mgmnt/Remed 34 6% 62: Health Care and Social Assistance 22 4% 131319: Technical Teacher Education 302 225 61: 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% 131320: Trade and Industrial Teacher Education 21 21 61: Educational Services 20 95% 131322: Biology Teacher Education 41 30 61: Educational Services 22 73% 131323: Chemistry Teacher Education 12 11 61: Educational Services 10 91% 131325: French Language Teacher Education 33 18 61: Educational Services 16 89% 131330: Spanish Language Teacher Education 115 84 61: Educational Services 71 85% 131399: Teacher Education and Professional Development, Specific Subject Areas, Other 67 53 61: Educational Services 43 81% 131401: Teaching English as a Second or Foreign Language/ESL Language Instructor 37 19 61: Educational Services 11 58% 139999: Education, Other 423 303 62: Health Care and Social Assistance 50 17% 44: Retail Trade 47 16% 72: Accommodation and Food Services 46 15% 19

61: Educational Services 37 12% 56: Admin./Support/Waste Mgmnt/Remed 30 10% 140101: Engineering, General 491 310 23: Construction 95 31% 31: Manufacturing 53 17% 54: Professional, Scientific, Technical 26 8% 61: Educational Services 26 8% 44: Retail Trade 21 7% 140201: Aerospace, Aeronautical and Astronautical/Space Engineering 444 161 54: Professional, Scientific, Technical 59 37% 31: Manufacturing 52 32% 42: Wholesale Trade 11 7% 56: Admin./Support/Waste Mgmnt/Remed 10 6% 140301: Agricultural Engineering 242 137 31: 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% 140401: Architectural Engineering 105 71 54: Professional, Scientific, Technical 28 39% 44: Retail Trade 12 17% 140501: Bioengineering and Biomedical Engineering 714 284 31: 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% 140701: Chemical Engineering 1381 626 31: Manufacturing 274 44% 54: Professional, Scientific, Technical 100 16% 55: Management of Companies 50 8% 56: Admin./Support/Waste Mgmnt/Remed 45 7% 44: Retail Trade 43 7% 20

140801: Civil Engineering, General 1549 1003 54: Professional, Scientific, Technical 412 41% 23: Construction 174 17% 92: Public Administration 96 10% 31: Manufacturing 60 6% 44: Retail Trade 50 5% 140901: Computer Engineering, General 1062 675 54: Professional, Scientific, Technical 263 39% 31: Manufacturing 83 12% 51: Information 59 9% 55: Management of Companies 49 7% 56: Admin./Support/Waste Mgmnt/Remed 39 6% 141001: Electrical and Electronics Engineering 1800 933 31: Manufacturing 299 32% 54: Professional, Scientific, Technical 286 31% 55: Management of Companies 66 7% 56: Admin./Support/Waste Mgmnt/Remed 57 6% 42: Wholesale Trade 45 5% 141201: Engineering Physics/Applied Physics 126 43 54: Professional, Scientific, Technical 12 28% 61: Educational Services 11 26% 141401: Environmental/Environmental Health Engineering 67 44 54: Professional, Scientific, Technical 21 48% 141801: Materials Engineering 220 96 31: Manufacturing 54 56% 54: Professional, Scientific, Technical 22 23% 141901: Mechanical Engineering 3637 2151 31: Manufacturing 1143 53% 54: Professional, Scientific, Technical 395 18% 42: Wholesale Trade 105 5% 55: Management of Companies 97 5% 56: Admin./Support/Waste Mgmnt/Remed 97 5% 21

143501: Industrial Engineering 539 278 31: Manufacturing 122 44% 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% 143601: Manufacturing Engineering 93 46 31: Manufacturing 18 39% 149999: Engineering, Other 123 35 31: Manufacturing 20 57% 150000: Engineering Technology, General 595 469 31: Manufacturing 171 36% 54: Professional, Scientific, Technical 57 12% 61: Educational Services 37 8% 23: Construction 36 8% 44: Retail Trade 33 7% 150201: Civil Engineering Technology/Technician 73 47 23: Construction 14 30% 54: Professional, Scientific, Technical 11 23% 150303: Electrical, Electronic and Communications Engineering Technology/Technician 295 225 31: 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% 150403: Electromechanical Technology/Electromechanical Engineering Technology 105 72 54: Professional, Scientific, Technical 30 42% 31: Manufacturing 21 29% 150612: Industrial Technology/Technician 237 156 22

31: Manufacturing 85 54% 54: Professional, Scientific, Technical 20 13% 56: Admin./Support/Waste Mgmnt/Remed 10 6% 150613: Manufacturing Engineering Technology/Technician 45 42 31: Manufacturing 36 86% 150805: Mechanical Engineering/Mechanical Technology/Technician 496 378 31: Manufacturing 226 60% 54: Professional, Scientific, Technical 38 10% 56: Admin./Support/Waste Mgmnt/Remed 34 9% 44: Retail Trade 20 5% 42: Wholesale Trade 19 5% 150899: Mechanical Engineering Related Technologies/Technicians, Other 54 48 31: Manufacturing 27 56% 151001: Construction Engineering Technology/Technician 610 417 23: Construction 236 57% 54: Professional, Scientific, Technical 57 14% 31: Manufacturing 25 6% 56: Admin./Support/Waste Mgmnt/Remed 24 6% 42: Wholesale Trade 15 4% 151102: Surveying Technology/Surveying 101 83 54: Professional, Scientific, Technical 49 59% 151501: Engineering/Industrial Management 122 48 31: Manufacturing 20 42% 160102: Linguistics 349 177 72: 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

160302: Japanese Language and Literature 174 90 44: Retail Trade 27 30% 72: Accommodation and Food Services 15 17% 56: Admin./Support/Waste Mgmnt/Remed 11 12% 160402: Russian Language and Literature 153 77 72: Accommodation and Food Services 22 29% 44: Retail Trade 14 18% 160501: German Language and Literature 302 141 72: 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% 160901: French Language and Literature 559 266 61: 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% 160905: Spanish Language and Literature 1309 760 61: Educational Services 161 21% 72: Accommodation and Food Services 142 19% 44: Retail Trade 108 14% 62: Health Care and Social Assistance 78 10% 56: Admin./Support/Waste Mgmnt/Remed 54 7% 161200: Classics and Classical Languages, Literatures, and Linguistics, General 174 76 44: Retail Trade 19 25% 61: Educational Services 12 16% 72: Accommodation and Food Services 11 14% 161603: Sign Language Interpretation and Translation 78 57 61: Educational Services 28 49% 24

190401: Family Resource Management Studies, General 1013 713 52: Finance and Insurance 164 23% 44: Retail Trade 103 14% 56: Admin./Support/Waste Mgmnt/Remed 90 13% 72: Accommodation and Food Services 58 8% 54: Professional, Scientific, Technical 51 7% 190501: Foods, Nutrition, and Wellness Studies, General 445 304 72: Accommodation and Food Services 123 40% 62: Health Care and Social Assistance 55 18% 44: Retail Trade 28 9% 31: Manufacturing 16 5% 71: Arts, Entertainment, and Recreation 16 5% 190504: Human Nutrition 722 468 62: Health Care and Social Assistance 108 23% 72: Accommodation and Food Services 78 17% 44: Retail Trade 56 12% 61: Educational Services 46 10% 71: Arts, Entertainment, and Recreation 34 7% 190505: Foodservice Systems Administration/Management 170 121 72: Accommodation and Food Services 80 66% 44: Retail Trade 12 10% 190601: Housing and Human Environments, General 148 101 44: Retail Trade 38 38% 54: Professional, Scientific, Technical 15 15% 72: Accommodation and Food Services 14 14% 190701: Human Development and Family Studies, General 2815 2019 62: Health Care and Social Assistance 781 39% 61: Educational Services 390 19% 72: Accommodation and Food Services 221 11% 44: Retail Trade 188 9% 81: Other Services (except Pub. Admin.) 98 5% 190704: Family Systems 57 45 62: Health Care and Social Assistance 18 40% 25

190706: Child Development 327 257 62: 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% 190707: Family and Community Services 47 32 62: Health Care and Social Assistance 12 38% 190901: Apparel and Textiles, General 881 644 44: Retail Trade 366 57% 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% 220302: Legal Assistant/Paralegal 315 223 54: Professional, Scientific, Technical 101 45% 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% 230101: English Language and Literature, General 4688 3014 44: Retail Trade 608 20% 61: Educational Services 565 19% 72: Accommodation and Food Services 520 17% 56: Admin./Support/Waste Mgmnt/Remed 230 8% 62: Health Care and Social Assistance 208 7% 231001: Speech and Rhetorical Studies 1192 773 44: Retail Trade 137 18% 72: Accommodation and Food Services 128 17% 56: Admin./Support/Waste Mgmnt/Remed 80 10% 52: Finance and Insurance 68 9% 54: Professional, Scientific, Technical 54 7% 231302: Creative Writing 571 290 26

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% 231303: Professional, Technical, Business, and Scientific Writing 96 55 72: Accommodation and Food Services 10 18% 231304: Rhetoric and Composition 580 335 44: 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% 240101: Liberal Arts and Sciences/Liberal Studies 1228 784 44: Retail Trade 121 15% 62: Health Care and Social Assistance 119 15% 61: Educational Services 89 11% 72: Accommodation and Food Services 86 11% 56: Admin./Support/Waste Mgmnt/Remed 73 9% 240102: General Studies 1077 720 62: Health Care and Social Assistance 181 25% 44: Retail Trade 115 16% 61: Educational Services 100 14% 72: Accommodation and Food Services 69 10% 56: Admin./Support/Waste Mgmnt/Remed 47 7% 240103: Humanities/Humanistic Studies 183 102 44: Retail Trade 21 21% 72: Accommodation and Food Services 16 16% 61: Educational Services 14 14% 240199: Liberal Arts and Sciences, General Studies and Humanities, Other 1273 736 62: Health Care and Social Assistance 142 19% 44: Retail Trade 116 16% 27

61: Educational Services 91 12% 72: Accommodation and Food Services 85 12% 56: Admin./Support/Waste Mgmnt/Remed 51 7% 260101: Biology/Biological Sciences, General 5376 2979 62: Health Care and Social Assistance 739 25% 44: Retail Trade 524 18% 72: Accommodation and Food Services 367 12% 61: Educational Services 300 10% 56: Admin./Support/Waste Mgmnt/Remed 278 9% 260202: Biochemistry 410 156 62: 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% 260301: Botany/Plant Biology 148 74 72: Accommodation and Food Services 18 24% 44: Retail Trade 13 18% 61: Educational Services 12 16% 62: Health Care and Social Assistance 10 14% 260502: Microbiology, General 665 317 62: 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% 260701: Zoology/Animal Biology 1932 950 62: Health Care and Social Assistance 184 19% 54: Professional, Scientific, Technical 138 15% 44: Retail Trade 137 14% 72: Accommodation and Food Services 120 13% 61: Educational Services 113 12% 260802: Molecular Genetics 241 107 61: Educational Services 31 29% 28

62: Health Care and Social Assistance 21 20% 54: Professional, Scientific, Technical 12 11% 44: Retail Trade 10 9% 261501: Neuroscience 145 76 62: Health Care and Social Assistance 17 22% 44: Retail Trade 15 20% 56: Admin./Support/Waste Mgmnt/Remed 10 13% 269999: Biological and Biomedical Sciences, Other 171 42 62: Health Care and Social Assistance 20 48% 270101: Mathematics, General 1127 582 61: Educational Services 199 34% 54: Professional, Scientific, Technical 59 10% 52: Finance and Insurance 58 10% 44: Retail Trade 51 9% 72: Accommodation and Food Services 46 8% 270301: Applied Mathematics, General 106 45 54: Professional, Scientific, Technical 11 24% 270501: Statistics, General 205 96 61: Educational Services 31 32% 52: Finance and Insurance 14 15% 54: Professional, Scientific, Technical 10 10% 72: Accommodation and Food Services 10 10% 300000: Multi-/Interdisciplinary Studies, General 522 324 62: 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% 301101: Gerontology 147 99 62: Health Care and Social Assistance 51 52% 72: Accommodation and Food Services 11 11% 44: Retail Trade 10 10% 29

301901: Nutrition Sciences 191 116 62: Health Care and Social Assistance 41 35% 72: Accommodation and Food Services 25 22% 44: Retail Trade 14 12% 309999: Multi-/Interdisciplinary Studies, Other 741 425 62: 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% 310101: Parks, Recreation and Leisure Studies 235 139 44: 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% 310301: Parks, Recreation and Leisure Facilities Management, General 125 69 72: Accommodation and Food Services 12 17% 71: Arts, Entertainment, and Recreation 11 16% 310501: Health and Physical Education/Fitness, General 933 527 71: 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% 310504: Sport and Fitness Administration/Management 1471 925 71: Arts, Entertainment, and Recreation 155 17% 44: Retail Trade 153 17% 61: Educational Services 103 11% 72: Accommodation and Food Services 98 11% 56: Admin./Support/Waste Mgmnt/Remed 69 7% 310505: Kinesiology and Exercise Science 2171 1198 30

62: Health Care and Social Assistance 299 25% 44: Retail Trade 176 15% 72: Accommodation and Food Services 159 13% 71: Arts, Entertainment, and Recreation 143 12% 61: Educational Services 95 8% 310599: Health and Physical Education/Fitness, Other 219 136 62: 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% 340104: Addiction Prevention and Treatment 25 21 62: Health Care and Social Assistance 11 52% 380101: Philosophy 825 408 72: 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% 380201: Religion/Religious Studies 174 89 44: Retail Trade 20 22% 72: Accommodation and Food Services 18 20% 62: Health Care and Social Assistance 14 16% 400201: Astronomy 58 26 61: Educational Services 10 38% 400501: Chemistry, General 1460 710 44: Retail Trade 122 17% 56: Admin./Support/Waste Mgmnt/Remed 105 15% 54: Professional, Scientific, Technical 98 14% 62: Health Care and Social Assistance 84 12% 31: Manufacturing 80 11% 400601: Geology/Earth Science, General 587 298 31

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% 400801: Physics, General 419 143 61: 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% 420101: Psychology, General 10992 7025 62: Health Care and Social Assistance 1807 26% 72: Accommodation and Food Services 1167 17% 44: Retail Trade 1142 16% 61: Educational Services 682 10% 56: Admin./Support/Waste Mgmnt/Remed 476 7% 430104: Criminal Justice/Safety Studies 3364 2344 62: Health Care and Social Assistance 452 19% 44: Retail Trade 435 19% 72: Accommodation and Food Services 299 13% 56: Admin./Support/Waste Mgmnt/Remed 279 12% 92: Public Administration 191 8% 430106: Forensic Science and Technology 33 20 44: Retail Trade 10 50% 430202: Fire Services Administration 110 47 92: Public Administration 34 72% 430299: Fire Protection, Other 161 120 62: 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

440401: Public Administration 250 153 92: 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% 440701: Social Work 2813 2051 62: Health Care and Social Assistance 1319 64% 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% 450101: Social Sciences, General 216 152 61: Educational Services 40 26% 62: Health Care and Social Assistance 37 24% 44: Retail Trade 19 12% 72: Accommodation and Food Services 10 7% 450201: Anthropology 1267 775 44: Retail Trade 166 21% 72: Accommodation and Food Services 160 21% 61: Educational Services 78 10% 62: Health Care and Social Assistance 66 9% 54: Professional, Scientific, Technical 55 7% 450401: Criminology 1999 1431 44: Retail Trade 262 18% 62: Health Care and Social Assistance 242 17% 72: Accommodation and Food Services 181 13% 56: Admin./Support/Waste Mgmnt/Remed 163 11% 92: Public Administration 129 9% 450601: Economics, General 1988 1074 52: Finance and Insurance 174 16% 44: Retail Trade 163 15% 56: Admin./Support/Waste Mgmnt/Remed 120 11% 72: Accommodation and Food Services 110 10% 54: Professional, Scientific, Technical 103 10% 33

450701: Geography 867 480 44: 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% 450901: International Relations and Affairs 2634 1197 72: Accommodation and Food Services 214 18% 44: Retail Trade 200 17% 56: Admin./Support/Waste Mgmnt/Remed 141 12% 54: Professional, Scientific, Technical 102 9% 61: Educational Services 97 8% 451001: Political Science and Government, General 4378 2173 44: Retail Trade 346 16% 72: Accommodation and Food Services 311 14% 54: Professional, Scientific, Technical 218 10% 56: Admin./Support/Waste Mgmnt/Remed 190 9% 62: Health Care and Social Assistance 159 7% 451002: American Government and Politics (United States) 180 103 44: 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% 451101: Sociology 2841 1873 62: Health Care and Social Assistance 350 19% 44: Retail Trade 313 17% 72: Accommodation and Food Services 297 16% 61: Educational Services 193 10% 56: Admin./Support/Waste Mgmnt/Remed 156 8% 451201: Urban Studies/Affairs 418 284 62: Health Care and Social Assistance 51 18% 92: Public Administration 32 11% 44: Retail Trade 30 11% 34

81: Other Services (except Pub. Admin.) 25 9% 56: Admin./Support/Waste Mgmnt/Remed 24 8% 490101: Aeronautics/Aviation/Aerospace Science and Technology, General 522 309 61: 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% 490104: Aviation/Airway Management and Operations 149 76 48: Transportation and Warehousing 24 32% 61: Educational Services 17 22% 500101: Visual and Performing Arts, General 70 57 44: Retail Trade 19 33% 72: Accommodation and Food Services 12 21% 500201: Crafts/Craft Design, Folk Art and Artisanry 75 45 44: Retail Trade 18 40% 54: Professional, Scientific, Technical 10 22% 72: Accommodation and Food Services 10 22% 500301: Dance, General 316 126 44: Retail Trade 30 24% 72: Accommodation and Food Services 30 24% 61: Educational Services 26 21% 71: Arts, Entertainment, and Recreation 11 9% 500401: Design and Visual Communications, General 625 392 54: 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% 500402: Commercial and Advertising Art 545 306 54: Professional, Scientific, Technical 114 37% 35

44: Retail Trade 48 16% 51: Information 36 12% 31: Manufacturing 24 8% 72: Accommodation and Food Services 17 6% 500404: Industrial and Product Design 498 182 54: 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% 500407: Fashion/Apparel Design 501 210 44: Retail Trade 75 36% 54: Professional, Scientific, Technical 53 25% 72: Accommodation and Food Services 18 9% 55: Management of Companies 16 8% 500408: Interior Design 430 246 54: 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% 500409: Graphic Design 281 193 54: 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% 500501: Drama and Dramatics/Theatre Arts, General 816 366 72: 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% 500502: Technical Theatre/Theatre Design and Technology 139 47 36

71: Arts, Entertainment, and Recreation 12 26% 44: Retail Trade 10 21% 500506: Acting 179 74 72: Accommodation and Food Services 27 36% 44: Retail Trade 15 20% 71: Arts, Entertainment, and Recreation 13 18% 500601: Film/Cinema/Video Studies 380 222 44: 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% 500602: Cinematography and Film/Video Production 268 165 44: 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% 500605: Photography 80 55 44: Retail Trade 15 27% 54: Professional, Scientific, Technical 11 20% 500701: Art/Art Studies, General 1767 1148 44: Retail Trade 278 24% 72: Accommodation and Food Services 223 19% 61: Educational Services 148 13% 54: Professional, Scientific, Technical 77 7% 56: Admin./Support/Waste Mgmnt/Remed 74 6% 500702: Fine/Studio Arts, General 546 380 44: Retail Trade 104 27% 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