May 2018 Metropolitan and Nonmetropolitan Area Occupational Employment and Wage Estimates

Greensboro-High Point, NC



For metropolitan and nonmetropolitan area definitions used by the OES survey, see the Metropolitan and nonmetropolitan area definitions page.


These estimates are calculated with data collected from employers in all industry sectors in Greensboro-High Point, NC, a metropolitan statistical area in North Carolina.

Additional information, including the hourly and annual 10th, 25th, 75th, and 90th percentile wages and the employment percent relative standard error, is available in the downloadable XLS file.

Links to OES estimates for other areas and States

Major Occupational Groups in Greensboro-High Point, NC (Note--clicking a link will scroll the page to the occupational group):

To sort this table by a different column, click on the column header

Occupation code Occupation title (click on the occupation title to view its profile) Level Employment Employment RSE Employment per 1,000 jobs Location quotient Median hourly wage Mean hourly wage Annual mean wage Mean wage RSE
00-0000 All Occupations total 361,150 1.0% 1000.000 1.00 $16.78 $21.43 $44,570 1.0%
11-0000 Management Occupations major 15,160 3.6% 41.980 0.80 $49.49 $56.97 $118,510 1.6%
11-1011 Chief Executives detail 410 13.1% 1.125 0.83 $94.77 $97.63 $203,070 6.3%
11-1021 General and Operations Managers detail 4,790 5.7% 13.264 0.84 $51.46 $61.05 $126,990 2.9%
11-2021 Marketing Managers detail 450 7.9% 1.250 0.75 $61.87 $70.41 $146,450 3.4%
11-2022 Sales Managers detail 740 17.7% 2.038 0.78 $68.04 $75.27 $156,560 8.3%
11-2031 Public Relations and Fundraising Managers detail 50 17.3% 0.136 0.27 $56.81 $60.09 $124,990 4.5%
11-3011 Administrative Services Managers detail 340 6.7% 0.948 0.48 $47.16 $49.06 $102,050 2.7%
11-3021 Computer and Information Systems Managers detail 670 8.3% 1.858 0.69 $65.17 $67.09 $139,550 2.1%
11-3031 Financial Managers detail 970 4.9% 2.694 0.64 $59.95 $68.40 $142,260 3.0%
11-3051 Industrial Production Managers detail 760 7.2% 2.092 1.67 $47.70 $52.23 $108,640 2.7%
11-3061 Purchasing Managers detail 190 4.8% 0.533 1.11 $49.66 $58.52 $121,730 6.4%
11-3071 Transportation, Storage, and Distribution Managers detail 300 14.1% 0.831 0.96 $46.40 $52.10 $108,380 3.7%
11-3111 Compensation and Benefits Managers detail 40 9.8% 0.102 0.94 $67.86 $72.44 $150,670 7.1%
11-3121 Human Resources Managers detail 290 6.5% 0.807 0.81 $52.27 $59.77 $124,320 3.3%
11-3131 Training and Development Managers detail 30 6.4% 0.087 0.35 $47.35 $51.91 $107,970 2.4%
11-9021 Construction Managers detail 840 10.6% 2.315 1.20 $43.14 $43.13 $89,720 5.2%
11-9031 Education Administrators, Preschool and Childcare Center/Program detail 80 23.4% 0.225 0.64 $20.41 $21.09 $43,870 11.3%
11-9032 Education Administrators, Elementary and Secondary School detail 930 27.4% 2.580 1.42 (4) (4) $76,190 2.7%
11-9033 Education Administrators, Postsecondary detail 340 7.5% 0.953 0.96 $51.48 $57.66 $119,940 6.9%
11-9039 Education Administrators, All Other detail (8) (8) (8) (8) $26.55 $28.30 $58,860 7.0%
11-9041 Architectural and Engineering Managers detail 300 5.7% 0.827 0.64 $61.28 $63.67 $132,420 1.9%
11-9051 Food Service Managers detail 430 17.5% 1.199 0.79 $22.20 $26.50 $55,120 15.3%
11-9111 Medical and Health Services Managers detail 570 6.2% 1.581 0.61 $51.24 $57.25 $119,080 3.3%
11-9121 Natural Sciences Managers detail 60 17.8% 0.166 0.40 $61.13 $66.61 $138,550 7.2%
11-9131 Postmasters and Mail Superintendents detail 30 0.0% 0.083 0.87 $40.77 $40.72 $84,710 2.3%
11-9141 Property, Real Estate, and Community Association Managers detail 580 19.1% 1.612 1.15 $25.38 $26.22 $54,530 8.4%
11-9151 Social and Community Service Managers detail 160 13.1% 0.446 0.43 $28.35 $29.78 $61,930 3.8%
11-9199 Managers, All Other detail 660 5.3% 1.836 0.57 $54.33 $59.30 $123,340 2.4%
13-0000 Business and Financial Operations Occupations major 15,720 2.6% 43.519 0.82 $29.15 $32.38 $67,340 1.5%
13-1011 Agents and Business Managers of Artists, Performers, and Athletes detail (8) (8) (8) (8) $24.16 $30.18 $62,780 14.1%
13-1020 Buyers and Purchasing Agents broad 1,100 4.1% 3.038 1.08 $26.86 $28.87 $60,050 2.1%
13-1031 Claims Adjusters, Examiners, and Investigators detail 790 13.0% 2.188 1.10 $25.09 $27.47 $57,140 2.4%
13-1032 Insurance Appraisers, Auto Damage detail 30 15.5% 0.085 0.81 $29.67 $31.57 $65,660 2.8%
13-1041 Compliance Officers detail 420 9.3% 1.160 0.56 $27.76 $29.43 $61,210 3.5%
13-1051 Cost Estimators detail 740 9.5% 2.038 1.39 $27.34 $28.50 $59,290 3.7%
13-1071 Human Resources Specialists detail 1,760 5.3% 4.874 1.19 $26.02 $28.80 $59,890 2.8%
13-1075 Labor Relations Specialists detail 100 21.6% 0.290 0.54 $24.23 $24.46 $50,880 17.5%
13-1081 Logisticians detail 330 10.7% 0.902 0.77 $32.12 $32.15 $66,870 1.4%
13-1111 Management Analysts detail 650 13.3% 1.808 0.38 $32.76 $33.22 $69,100 5.8%
13-1121 Meeting, Convention, and Event Planners detail 120 13.3% 0.330 0.43 $19.05 $20.99 $43,660 4.1%
13-1131 Fundraisers detail 180 17.4% 0.501 0.96 $26.90 $27.01 $56,190 5.0%
13-1141 Compensation, Benefits, and Job Analysis Specialists detail 230 10.2% 0.623 1.08 $28.94 $30.38 $63,200 2.0%
13-1151 Training and Development Specialists detail 590 10.0% 1.628 0.81 $26.56 $28.04 $58,320 2.7%
13-1161 Market Research Analysts and Marketing Specialists detail 1,230 9.6% 3.415 0.77 $27.99 $30.40 $63,240 3.0%
13-1199 Business Operations Specialists, All Other detail 1,710 5.0% 4.730 0.65 $31.23 $35.07 $72,940 3.3%
13-2011 Accountants and Auditors detail 2,660 6.5% 7.360 0.85 $32.54 $37.83 $78,680 4.4%
13-2021 Appraisers and Assessors of Real Estate detail 80 26.8% 0.211 0.53 $33.97 $35.16 $73,140 7.9%
13-2031 Budget Analysts detail 70 7.4% 0.195 0.53 $31.54 $33.36 $69,390 2.3%
13-2041 Credit Analysts detail 150 9.7% 0.427 0.83 $31.07 $34.74 $72,250 4.1%
13-2051 Financial Analysts detail 380 7.5% 1.039 0.49 $39.41 $42.08 $87,520 2.6%
13-2052 Personal Financial Advisors detail 450 14.1% 1.245 0.90 $30.89 $43.19 $89,830 15.5%
13-2053 Insurance Underwriters detail 230 23.1% 0.634 0.96 $37.18 $39.81 $82,810 3.9%
13-2061 Financial Examiners detail 60 36.0% 0.166 0.41 $41.20 $43.64 $90,770 13.8%
13-2072 Loan Officers detail 1,170 8.8% 3.234 1.53 $26.01 $30.22 $62,860 7.7%
13-2081 Tax Examiners and Collectors, and Revenue Agents detail 120 1.7% 0.324 0.86 $32.38 $34.35 $71,450 6.1%
13-2082 Tax Preparers detail 80 39.6% 0.231 0.49 $10.92 $11.01 $22,910 4.5%
13-2099 Financial Specialists, All Other detail 110 9.0% 0.293 0.33 $34.34 $37.51 $78,010 3.7%
15-0000 Computer and Mathematical Occupations major 7,300 5.7% 20.221 0.67 $37.71 $39.17 $81,470 2.3%
15-1121 Computer Systems Analysts detail 1,430 9.3% 3.960 0.97 $44.96 $45.37 $94,360 2.1%
15-1122 Information Security Analysts detail 150 9.9% 0.420 0.56 $42.51 $42.38 $88,150 3.8%
15-1131 Computer Programmers detail 200 12.3% 0.563 0.35 $37.67 $38.93 $80,970 2.6%
15-1132 Software Developers, Applications detail 1,350 10.1% 3.735 0.60 $45.22 $47.10 $97,960 3.5%
15-1133 Software Developers, Systems Software detail 210 35.9% 0.592 0.21 $50.20 $52.99 $110,230 10.8%
15-1134 Web Developers detail 150 16.5% 0.411 0.47 $35.44 $35.72 $74,290 2.7%
15-1141 Database Administrators detail 180 10.1% 0.495 0.65 $33.43 $35.64 $74,140 3.0%
15-1142 Network and Computer Systems Administrators detail 700 9.0% 1.940 0.77 $37.69 $39.48 $82,120 1.9%
15-1143 Computer Network Architects detail 350 31.9% 0.972 0.92 $52.72 $52.01 $108,170 2.3%
15-1151 Computer User Support Specialists detail 1,800 8.0% 4.974 1.14 $22.57 $25.02 $52,040 4.5%
15-1152 Computer Network Support Specialists detail 260 18.2% 0.723 0.58 $26.53 $30.75 $63,970 12.2%
15-1199 Computer Occupations, All Other detail 330 6.6% 0.926 0.35 $42.34 $41.04 $85,360 3.4%
15-2031 Operations Research Analysts detail 90 12.2% 0.239 0.33 $29.31 $31.24 $64,980 1.4%
17-0000 Architecture and Engineering Occupations major 5,190 5.9% 14.378 0.81 $34.10 $37.76 $78,530 2.9%
17-1011 Architects, Except Landscape and Naval detail 50 25.0% 0.136 0.19 $41.70 $41.41 $86,130 4.8%
17-1022 Surveyors detail 80 16.2% 0.208 0.67 $31.87 $38.06 $79,160 9.1%
17-2011 Aerospace Engineers detail 100 16.0% 0.290 0.66 $52.41 $52.60 $109,420 2.1%
17-2041 Chemical Engineers detail 140 31.0% 0.375 1.69 $46.60 $45.78 $95,220 2.6%
17-2051 Civil Engineers detail 430 15.3% 1.201 0.57 $35.49 $37.95 $78,950 6.6%
17-2061 Computer Hardware Engineers detail 40 34.8% 0.109 0.26 $43.02 $43.16 $89,770 3.0%
17-2071 Electrical Engineers detail 260 10.6% 0.732 0.57 $43.58 $49.16 $102,250 5.9%
17-2072 Electronics Engineers, Except Computer detail 380 44.7% 1.058 1.14 $63.68 $54.75 $113,880 8.8%
17-2081 Environmental Engineers detail 40 7.8% 0.101 0.28 $37.07 $39.41 $81,980 2.9%
17-2111 Health and Safety Engineers, Except Mining Safety Engineers and Inspectors detail 90 26.3% 0.248 1.37 $31.20 $34.20 $71,130 3.7%
17-2112 Industrial Engineers detail 990 5.2% 2.740 1.42 $38.65 $39.59 $82,350 2.1%
17-2141 Mechanical Engineers detail 830 9.0% 2.306 1.10 $38.30 $40.43 $84,100 3.9%
17-2199 Engineers, All Other detail 120 5.9% 0.331 0.34 $37.15 $40.22 $83,660 4.4%
17-3011 Architectural and Civil Drafters detail 200 13.4% 0.546 0.81 $26.07 $25.41 $52,860 6.9%
17-3012 Electrical and Electronics Drafters detail 30 22.9% 0.087 0.50 $25.98 $25.98 $54,040 6.5%
17-3013 Mechanical Drafters detail 100 17.0% 0.274 0.71 $24.98 $24.76 $51,510 3.3%
17-3019 Drafters, All Other detail 40 44.9% 0.103 1.02 $33.73 $35.18 $73,180 24.0%
17-3022 Civil Engineering Technicians detail 280 6.1% 0.786 1.60 $22.74 $22.11 $45,990 2.3%
17-3023 Electrical and Electronics Engineering Technicians detail 170 17.1% 0.477 0.54 $33.31 $29.79 $61,970 3.4%
17-3026 Industrial Engineering Technicians detail 190 12.2% 0.515 1.12 $23.09 $24.68 $51,330 5.4%
17-3027 Mechanical Engineering Technicians detail 120 35.4% 0.342 1.19 $26.71 $26.04 $54,160 3.4%
17-3029 Engineering Technicians, Except Drafters, All Other detail 60 22.8% 0.173 0.30 $26.07 $27.26 $56,700 6.1%
17-3031 Surveying and Mapping Technicians detail 290 11.1% 0.797 2.20 $20.98 $20.95 $43,570 2.4%
19-0000 Life, Physical, and Social Science Occupations major 1,830 9.5% 5.064 0.63 $28.29 $33.17 $68,990 4.4%
19-1012 Food Scientists and Technologists detail 30 3.5% 0.088 0.95 $26.72 $27.51 $57,220 3.2%
19-1042 Medical Scientists, Except Epidemiologists detail 70 9.6% 0.183 0.22 $48.16 $49.43 $102,810 3.0%
19-2031 Chemists detail 390 24.9% 1.072 1.83 $35.88 $35.60 $74,050 4.9%
19-2041 Environmental Scientists and Specialists, Including Health detail 220 25.6% 0.611 1.10 $27.56 $29.02 $60,360 2.9%
19-3031 Clinical, Counseling, and School Psychologists detail 220 18.5% 0.616 0.81 $29.49 $45.68 $95,010 25.2%
19-3051 Urban and Regional Planners detail 80 10.2% 0.233 0.89 $29.77 $30.89 $64,260 1.9%
19-3099 Social Scientists and Related Workers, All Other detail 30 29.7% 0.086 0.35 $32.92 $31.79 $66,130 6.5%
19-4021 Biological Technicians detail 30 4.0% 0.092 0.17 $24.16 $24.32 $50,590 9.4%
19-4031 Chemical Technicians detail 200 13.8% 0.555 1.23 $24.96 $24.86 $51,710 2.8%
19-4091 Environmental Science and Protection Technicians, Including Health detail 120 15.2% 0.327 1.45 $19.45 $20.38 $42,390 4.6%
19-4092 Forensic Science Technicians detail 50 3.8% 0.148 1.35 $21.82 $23.00 $47,840 1.8%
19-4099 Life, Physical, and Social Science Technicians, All Other detail 120 6.4% 0.326 0.72 $19.78 $23.06 $47,970 4.9%
21-0000 Community and Social Service Occupations major 3,380 5.4% 9.362 0.62 $21.39 $21.87 $45,480 1.4%
21-1012 Educational, Guidance, School, and Vocational Counselors detail 530 11.4% 1.459 0.74 $24.08 $24.03 $49,980 2.1%
21-1015 Rehabilitation Counselors detail 190 14.3% 0.520 0.70 $14.91 $16.04 $33,370 3.3%
21-1018 Substance Abuse, Behavioral Disorder, and Mental Health Counselors detail 430 17.2% 1.188 0.64 $22.84 $24.09 $50,110 4.4%
21-1021 Child, Family, and School Social Workers detail 550 13.4% 1.514 0.68 $23.04 $23.65 $49,190 3.1%
21-1022 Healthcare Social Workers detail 330 12.7% 0.921 0.79 $26.43 $26.25 $54,600 1.5%
21-1023 Mental Health and Substance Abuse Social Workers detail 80 44.2% 0.227 0.28 $21.95 $22.32 $46,430 3.2%
21-1091 Health Educators detail 60 22.5% 0.155 0.38 $22.04 $23.38 $48,620 4.5%
21-1092 Probation Officers and Correctional Treatment Specialists detail 230 0.9% 0.649 1.07 $20.45 $20.89 $43,450 2.8%
21-1093 Social and Human Service Assistants detail 500 16.6% 1.384 0.51 $15.66 $15.84 $32,940 2.6%
21-1094 Community Health Workers detail (8) (8) (8) (8) $17.52 $18.76 $39,020 8.0%
21-1099 Community and Social Service Specialists, All Other detail 190 13.5% 0.517 0.76 $20.41 $21.76 $45,260 2.5%
21-2011 Clergy detail 130 39.9% 0.352 1.00 $18.80 $19.62 $40,820 4.9%
23-0000 Legal Occupations major 1,470 6.4% 4.069 0.52 $25.75 $33.23 $69,120 6.2%
23-1011 Lawyers detail 620 5.6% 1.712 0.39 $42.05 $49.74 $103,450 6.2%
23-2011 Paralegals and Legal Assistants detail 730 9.7% 2.030 0.95 $17.75 $19.63 $40,830 4.9%
23-2093 Title Examiners, Abstractors, and Searchers detail 40 37.7% 0.106 0.29 $25.22 $22.59 $46,980 11.7%
23-2099 Legal Support Workers, All Other detail 60 0.0% 0.161 0.54 $23.52 $27.89 $58,020 1.9%
25-0000 Education, Training, and Library Occupations major 20,260 4.2% 56.105 0.92 $22.28 $23.49 $48,870 4.1%
25-1011 Business Teachers, Postsecondary detail 430 10.1% 1.194 2.05 (4) (4) $73,550 3.7%
25-1021 Computer Science Teachers, Postsecondary detail 270 1.4% 0.755 3.37 (4) (4) $74,600 2.5%
25-1022 Mathematical Science Teachers, Postsecondary detail 190 5.2% 0.523 1.48 (4) (4) $63,630 2.8%
25-1032 Engineering Teachers, Postsecondary detail 180 0.0% 0.485 1.87 (4) (4) $87,480 2.0%
25-1042 Biological Science Teachers, Postsecondary detail 200 5.8% 0.565 1.58 (4) (4) $65,660 2.0%
25-1052 Chemistry Teachers, Postsecondary detail 90 6.7% 0.250 1.70 (4) (4) $64,090 3.7%
25-1054 Physics Teachers, Postsecondary detail 40 7.4% 0.113 1.19 (4) (4) $68,150 5.0%
25-1063 Economics Teachers, Postsecondary detail 70 1.4% 0.202 2.29 (4) (4) $83,040 4.0%
25-1065 Political Science Teachers, Postsecondary detail 60 9.9% 0.172 1.57 (4) (4) $69,300 3.6%
25-1066 Psychology Teachers, Postsecondary detail 110 16.1% 0.299 1.15 (4) (4) $74,200 4.1%
25-1067 Sociology Teachers, Postsecondary detail 90 2.4% 0.237 2.47 (4) (4) $57,590 2.4%
25-1071 Health Specialties Teachers, Postsecondary detail 240 11.0% 0.664 0.48 (4) (4) $69,420 4.4%
25-1072 Nursing Instructors and Teachers, Postsecondary detail 230 23.5% 0.645 1.67 (4) (4) $67,490 7.0%
25-1081 Education Teachers, Postsecondary detail 420 6.3% 1.164 2.77 (4) (4) $62,260 1.7%
25-1111 Criminal Justice and Law Enforcement Teachers, Postsecondary detail 130 0.0% 0.364 3.54 (4) (4) $53,870 2.3%
25-1113 Social Work Teachers, Postsecondary detail 80 9.2% 0.225 2.58 (4) (4) $67,350 4.8%
25-1121 Art, Drama, and Music Teachers, Postsecondary detail 440 15.7% 1.214 1.86 (4) (4) $64,500 3.9%
25-1122 Communications Teachers, Postsecondary detail 190 18.0% 0.514 2.56 (4) (4) $60,770 4.1%
25-1123 English Language and Literature Teachers, Postsecondary detail 350 16.1% 0.974 2.06 (4) (4) $65,700 4.8%
25-1124 Foreign Language and Literature Teachers, Postsecondary detail 120 12.1% 0.325 1.84 (4) (4) $57,730 5.8%
25-1125 History Teachers, Postsecondary detail 90 5.8% 0.243 1.72 (4) (4) $64,340 1.8%
25-1126 Philosophy and Religion Teachers, Postsecondary detail 70 26.8% 0.203 1.27 (4) (4) $80,680 10.3%
25-1193 Recreation and Fitness Studies Teachers, Postsecondary detail 150 0.0% 0.420 3.68 (4) (4) $64,950 1.4%
25-1194 Vocational Education Teachers, Postsecondary detail 490 7.5% 1.369 1.79 $25.83 $26.73 $55,600 4.0%
25-1199 Postsecondary Teachers, All Other detail 430 7.8% 1.203 0.95 (4) (4) $60,400 4.2%
25-2011 Preschool Teachers, Except Special Education detail 1,050 11.2% 2.902 0.99 $11.88 $13.95 $29,020 9.2%
25-2012 Kindergarten Teachers, Except Special Education detail 210 26.9% 0.570 0.63 (4) (4) $48,340 7.4%
25-2021 Elementary School Teachers, Except Special Education detail 3,060 18.8% 8.464 0.87 (4) (4) $47,690 1.7%
25-2022 Middle School Teachers, Except Special and Career/Technical Education detail 2,100 17.1% 5.804 1.38 (4) (4) $47,250 2.6%
25-2023 Career/Technical Education Teachers, Middle School detail 140 20.7% 0.389 4.71 (4) (4) $47,120 5.0%
25-2031 Secondary School Teachers, Except Special and Career/Technical Education detail 1,660 21.5% 4.596 0.63 (4) (4) $49,410 2.3%
25-2051 Special Education Teachers, Preschool detail 40 45.9% 0.099 0.61 (4) (4) $61,220 8.5%
25-2052 Special Education Teachers, Kindergarten and Elementary School detail 750 18.2% 2.075 1.62 (4) (4) $48,710 2.9%
25-2053 Special Education Teachers, Middle School detail 350 36.3% 0.969 1.60 (4) (4) $46,270 3.3%
25-2054 Special Education Teachers, Secondary School detail 240 43.9% 0.665 0.68 (4) (4) $51,370 5.1%
25-3011 Adult Basic and Secondary Education and Literacy Teachers and Instructors detail 190 0.0% 0.528 1.32 $21.87 $21.94 $45,630 2.6%
25-3021 Self-Enrichment Education Teachers detail 600 22.4% 1.672 1.00 $18.92 $23.57 $49,010 5.2%
25-3097 Teachers and Instructors, All Other, Except Substitute Teachers detail 240 23.4% 0.655 0.30 (4) (4) $46,320 12.6%
25-3098 Substitute Teachers detail 570 30.1% 1.582 0.39 $10.86 $10.95 $22,770 5.5%
25-4012 Curators detail 50 0.0% 0.136 1.60 $21.26 $21.87 $45,500 1.7%
25-4021 Librarians detail 310 3.5% 0.866 1.00 $23.59 $24.55 $51,060 2.2%
25-4031 Library Technicians detail 80 8.5% 0.211 0.34 $15.92 $16.33 $33,970 2.3%
25-9031 Instructional Coordinators detail 240 11.0% 0.674 0.59 $27.37 $28.78 $59,860 6.1%
25-9041 Teacher Assistants detail 2,080 8.6% 5.768 0.63 (4) (4) $23,330 1.6%
25-9099 Education, Training, and Library Workers, All Other detail 610 10.0% 1.692 2.30 $21.15 $22.86 $47,550 4.1%
27-0000 Arts, Design, Entertainment, Sports, and Media Occupations major 3,290 6.8% 9.109 0.68 $19.90 $23.19 $48,230 3.2%
27-1021 Commercial and Industrial Designers detail 200 26.6% 0.551 2.40 $41.84 $44.02 $91,560 14.7%
27-1023 Floral Designers detail 80 15.1% 0.217 0.73 $11.47 $12.56 $26,120 11.0%
27-1024 Graphic Designers detail 660 11.6% 1.826 1.21 $20.80 $22.02 $45,800 2.2%
27-1025 Interior Designers detail 150 33.5% 0.401 1.02 $20.51 $21.19 $44,080 12.9%
27-1026 Merchandise Displayers and Window Trimmers detail 180 34.9% 0.509 0.57 $13.36 $13.96 $29,030 8.8%
27-1027 Set and Exhibit Designers detail 30 2.7% 0.090 1.23 $20.77 $22.14 $46,060 1.9%
27-2012 Producers and Directors detail 90 32.5% 0.249 0.30 $26.00 $25.82 $53,710 2.7%
27-2022 Coaches and Scouts detail 630 20.2% 1.736 1.06 (4) (4) $39,190 4.8%
27-3011 Radio and Television Announcers detail 120 27.5% 0.342 1.78 (8) (8) (8) (8)
27-3022 Reporters and Correspondents detail 70 38.2% 0.188 0.73 $17.80 $18.72 $38,930 7.8%
27-3031 Public Relations Specialists detail 210 14.6% 0.574 0.35 $25.62 $27.15 $56,470 2.2%
27-3041 Editors detail 220 11.6% 0.621 0.94 $24.50 $29.84 $62,080 5.8%
27-3042 Technical Writers detail 60 25.1% 0.179 0.51 $32.45 $32.57 $67,750 5.2%
27-3043 Writers and Authors detail 60 38.3% 0.153 0.49 $30.42 $25.90 $53,880 16.1%
27-3091 Interpreters and Translators detail 110 10.4% 0.315 0.80 $22.21 $25.89 $53,850 14.1%
27-4011 Audio and Video Equipment Technicians detail 80 13.1% 0.212 0.40 $16.89 $17.30 $35,990 4.3%
27-4021 Photographers detail 120 19.0% 0.322 0.94 $18.80 $19.81 $41,210 8.2%
27-4031 Camera Operators, Television, Video, and Motion Picture detail (8) (8) (8) (8) $19.00 $21.69 $45,110 9.0%
29-0000 Healthcare Practitioners and Technical Occupations major 18,740 2.1% 51.893 0.87 $29.03 $36.44 $75,790 2.8%
29-1011 Chiropractors detail 50 20.2% 0.146 0.61 (8) (8) (8) (8)
29-1021 Dentists, General detail 280 26.2% 0.786 1.01 $61.30 $81.32 $169,150 20.6%
29-1031 Dietitians and Nutritionists detail 190 16.9% 0.537 1.20 $24.46 $25.51 $53,050 3.2%
29-1041 Optometrists detail 80 19.9% 0.225 0.88 $68.32 $75.07 $156,150 14.0%
29-1051 Pharmacists detail 610 12.3% 1.695 0.79 $61.84 $61.55 $128,030 3.5%
29-1062 Family and General Practitioners detail 120 27.1% 0.320 0.41 $93.72 $100.90 $209,880 8.1%
29-1069 Physicians and Surgeons, All Other detail 780 6.8% 2.152 0.80 (5) $125.70 $261,450 6.8%
29-1071 Physician Assistants detail 240 18.7% 0.670 0.84 $47.95 $49.11 $102,140 2.3%
29-1122 Occupational Therapists detail 230 18.1% 0.642 0.73 $42.83 $42.82 $89,060 3.2%
29-1123 Physical Therapists detail 410 18.5% 1.140 0.72 $43.30 $43.28 $90,020 1.8%
29-1124 Radiation Therapists detail 70 38.4% 0.200 1.59 $37.45 $38.46 $79,990 2.0%
29-1126 Respiratory Therapists detail 310 3.5% 0.848 0.95 $27.57 $27.65 $57,510 1.4%
29-1127 Speech-Language Pathologists detail 310 10.9% 0.854 0.84 $37.91 $36.65 $76,230 2.9%
29-1131 Veterinarians detail 230 9.7% 0.632 1.29 $41.85 $48.23 $100,320 8.6%
29-1141 Registered Nurses detail 6,550 3.0% 18.130 0.89 $30.78 $32.07 $66,710 2.3%
29-1171 Nurse Practitioners detail 340 9.7% 0.933 0.75 $49.92 $51.26 $106,630 2.7%
29-1199 Health Diagnosing and Treating Practitioners, All Other detail 40 32.5% 0.109 0.43 $43.70 $40.84 $84,940 10.0%
29-2010 Clinical Laboratory Technologists and Technicians broad 1,090 3.9% 3.019 1.36 $21.23 $22.30 $46,390 2.2%
29-2021 Dental Hygienists detail 530 15.4% 1.477 0.99 $33.55 $33.21 $69,070 3.5%
29-2031 Cardiovascular Technologists and Technicians detail 50 7.1% 0.133 0.34 $33.70 $34.47 $71,700 2.4%
29-2032 Diagnostic Medical Sonographers detail 130 11.0% 0.355 0.72 $34.86 $35.10 $73,000 2.2%
29-2034 Radiologic Technologists detail 440 7.5% 1.207 0.85 $27.50 $28.51 $59,300 1.4%
29-2035 Magnetic Resonance Imaging Technologists detail 40 0.0% 0.124 0.46 $33.57 $33.52 $69,710 1.6%
29-2041 Emergency Medical Technicians and Paramedics detail 540 22.6% 1.490 0.84 $15.84 $16.71 $34,760 4.0%
29-2052 Pharmacy Technicians detail 1,110 11.1% 3.071 1.06 $13.08 $13.31 $27,670 3.5%
29-2053 Psychiatric Technicians detail 110 0.0% 0.313 0.64 $17.03 $17.54 $36,480 2.2%
29-2055 Surgical Technologists detail 160 14.0% 0.431 0.57 $21.79 $22.18 $46,130 1.8%
29-2056 Veterinary Technologists and Technicians detail 260 39.8% 0.706 0.96 $14.96 $15.25 $31,730 5.7%
29-2057 Ophthalmic Medical Technicians detail 80 44.2% 0.208 0.57 $16.85 $16.88 $35,110 5.5%
29-2061 Licensed Practical and Licensed Vocational Nurses detail 1,520 7.2% 4.221 0.87 $20.46 $20.52 $42,670 2.1%
29-2071 Medical Records and Health Information Technicians detail 430 9.6% 1.201 0.83 $16.29 $19.12 $39,770 7.1%
29-2081 Opticians, Dispensing detail 140 29.7% 0.399 0.80 $16.63 $17.62 $36,640 4.9%
29-2091 Orthotists and Prosthetists detail (8) (8) (8) (8) $35.35 $43.75 $91,010 17.3%
29-2099 Health Technologists and Technicians, All Other detail 520 9.2% 1.438 1.66 $16.30 $18.35 $38,180 4.2%
29-9011 Occupational Health and Safety Specialists detail 180 10.6% 0.489 0.80 $32.56 $32.43 $67,450 2.3%
29-9091 Athletic Trainers detail 50 44.0% 0.142 0.77 (4) (4) $37,250 4.4%
31-0000 Healthcare Support Occupations major 11,760 6.7% 32.552 1.14 $12.19 $13.45 $27,970 2.3%
31-1011 Home Health Aides detail 3,160 23.4% 8.752 1.59 $9.48 $9.93 $20,650 3.2%
31-1014 Nursing Assistants detail 4,400 8.5% 12.192 1.22 $11.58 $12.03 $25,030 1.4%
31-1015 Orderlies detail 60 8.3% 0.166 0.48 $11.85 $12.04 $25,040 3.1%
31-2011 Occupational Therapy Assistants detail 100 23.5% 0.268 0.91 $34.65 $33.57 $69,820 3.5%
31-2021 Physical Therapist Assistants detail 210 21.0% 0.589 0.90 $29.58 $29.23 $60,790 3.0%
31-2022 Physical Therapist Aides detail 90 23.4% 0.239 0.73 $12.96 $12.97 $26,970 2.8%
31-9011 Massage Therapists detail 160 30.0% 0.452 0.62 $18.66 $19.53 $40,630 7.3%
31-9091 Dental Assistants detail 670 10.9% 1.863 0.79 $18.58 $19.13 $39,790 5.2%
31-9092 Medical Assistants detail 1,610 11.0% 4.446 0.96 $16.27 $16.39 $34,080 1.3%
31-9093 Medical Equipment Preparers detail 110 15.5% 0.298 0.78 $14.45 $14.70 $30,580 2.7%
31-9094 Medical Transcriptionists detail (8) (8) (8) (8) $16.40 $17.04 $35,450 2.8%
31-9096 Veterinary Assistants and Laboratory Animal Caretakers detail 190 44.3% 0.539 0.87 $13.04 $12.90 $26,830 11.9%
31-9097 Phlebotomists detail 620 13.8% 1.715 1.98 $15.70 $16.37 $34,040 4.0%
31-9099 Healthcare Support Workers, All Other detail 290 18.5% 0.811 1.32 $15.22 $15.52 $32,280 3.2%
33-0000 Protective Service Occupations major 6,650 3.5% 18.411 0.78 $18.14 $19.84 $41,270 4.8%
33-1011 First-Line Supervisors of Correctional Officers detail 40 8.7% 0.098 0.32 $30.15 $32.58 $67,760 8.0%
33-1012 First-Line Supervisors of Police and Detectives detail 220 5.8% 0.618 0.77 $36.19 $37.34 $77,660 3.4%
33-1021 First-Line Supervisors of Fire Fighting and Prevention Workers detail 120 8.7% 0.323 0.71 $32.38 $32.28 $67,150 4.4%
33-1099 First-Line Supervisors of Protective Service Workers, All Other detail 100 18.5% 0.274 0.50 $22.69 $25.50 $53,030 5.9%
33-2011 Firefighters detail 1,370 6.9% 3.790 1.71 $17.48 $18.90 $39,310 4.7%
33-2021 Fire Inspectors and Investigators detail 30 12.3% 0.092 1.06 $23.97 $25.28 $52,580 2.4%
33-3012 Correctional Officers and Jailers detail 470 10.2% 1.298 0.45 $18.59 $19.94 $41,460 3.5%
33-3021 Detectives and Criminal Investigators detail 200 13.1% 0.554 0.78 $26.61 $34.07 $70,860 9.8%
33-3051 Police and Sheriff's Patrol Officers detail 1,620 5.9% 4.493 0.98 $24.06 $24.38 $50,710 1.9%
33-9032 Security Guards detail 1,780 4.4% 4.927 0.64 $13.06 $13.66 $28,420 3.8%
33-9091 Crossing Guards detail 140 8.4% 0.393 0.71 $10.54 $11.09 $23,060 4.0%
33-9092 Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers detail 260 8.0% 0.722 0.72 $8.98 $9.48 $19,720 2.2%
33-9093 Transportation Security Screeners detail 90 0.0% 0.238 0.76 $18.39 $19.09 $39,710 (8)
33-9099 Protective Service Workers, All Other detail 150 13.5% 0.427 0.44 $16.84 $16.92 $35,190 4.8%
35-0000 Food Preparation and Serving Related Occupations major 31,000 1.3% 85.827 0.93 $9.29 $10.28 $21,380 1.2%
35-1011 Chefs and Head Cooks detail (8) (8) (8) (8) $17.99 $19.48 $40,520 6.7%
35-1012 First-Line Supervisors of Food Preparation and Serving Workers detail 2,560 9.7% 7.091 1.06 $14.58 $16.13 $33,560 3.2%
35-2012 Cooks, Institution and Cafeteria detail 710 14.4% 1.963 0.71 $11.45 $11.83 $24,610 1.9%
35-2014 Cooks, Restaurant detail 3,610 12.0% 10.004 1.08 $10.78 $11.31 $23,530 3.2%
35-2015 Cooks, Short Order detail 230 40.2% 0.634 0.59 $9.28 $10.77 $22,400 8.6%
35-2021 Food Preparation Workers detail 1,150 13.0% 3.195 0.57 $9.69 $10.35 $21,530 2.8%
35-3011 Bartenders detail 620 13.3% 1.721 0.39 $9.03 $9.81 $20,400 4.6%
35-3021 Combined Food Preparation and Serving Workers, Including Fast Food detail 11,330 6.7% 31.365 1.23 $8.94 $9.13 $18,980 1.5%
35-3022 Counter Attendants, Cafeteria, Food Concession, and Coffee Shop detail 470 39.5% 1.312 0.40 $9.19 $9.52 $19,810 2.7%
35-3031 Waiters and Waitresses detail 5,920 5.3% 16.383 0.92 $8.96 $9.39 $19,530 2.7%
35-3041 Food Servers, Nonrestaurant detail 740 12.1% 2.046 1.11 $9.94 $10.21 $21,230 2.1%
35-9011 Dining Room and Cafeteria Attendants and Bartender Helpers detail 650 26.3% 1.812 0.58 $8.68 $8.65 $17,990 2.6%
35-9021 Dishwashers detail 1,080 17.7% 2.982 0.86 $9.75 $9.81 $20,400 1.9%
35-9031 Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop detail 1,160 15.8% 3.220 1.12 $8.93 $9.47 $19,700 4.1%
35-9099 Food Preparation and Serving Related Workers, All Other detail (8) (8) (8) (8) $8.99 $9.64 $20,060 4.0%
37-0000 Building and Grounds Cleaning and Maintenance Occupations major 10,780 2.4% 29.843 0.98 $10.83 $12.14 $25,240 2.8%
37-1011 First-Line Supervisors of Housekeeping and Janitorial Workers detail 440 17.7% 1.218 1.14 $16.00 $17.47 $36,330 3.8%
37-1012 First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers detail 140 8.6% 0.398 0.57 $22.63 $22.89 $47,600 2.4%
37-2011 Janitors and Cleaners, Except Maids and Housekeeping Cleaners detail 5,050 8.1% 13.985 0.94 $10.44 $11.52 $23,970 4.6%
37-2012 Maids and Housekeeping Cleaners detail 2,540 16.5% 7.040 1.10 $9.05 $9.31 $19,370 1.8%
37-2021 Pest Control Workers detail 220 4.7% 0.611 1.14 $15.59 $16.55 $34,420 6.0%
37-3011 Landscaping and Groundskeeping Workers detail 2,340 5.5% 6.481 1.03 $13.33 $14.35 $29,840 5.5%
39-0000 Personal Care and Service Occupations major 8,800 3.8% 24.378 0.65 $9.92 $11.68 $24,290 2.3%
39-1021 First-Line Supervisors of Personal Service Workers detail 470 14.9% 1.293 0.82 $17.16 $18.69 $38,880 3.6%
39-2021 Nonfarm Animal Caretakers detail 630 18.2% 1.743 1.26 $9.72 $10.96 $22,800 4.2%
39-3031 Ushers, Lobby Attendants, and Ticket Takers detail 340 13.3% 0.953 1.03 $9.07 $9.43 $19,620 4.1%
39-3091 Amusement and Recreation Attendants detail 1,250 6.4% 3.466 1.57 $9.11 $9.63 $20,020 3.8%
39-4021 Funeral Attendants detail 210 37.2% 0.575 2.36 $13.45 $13.51 $28,110 5.8%
39-4031 Morticians, Undertakers, and Funeral Directors detail 80 33.7% 0.226 1.27 $27.83 $30.08 $62,570 14.0%
39-5012 Hairdressers, Hairstylists, and Cosmetologists detail 500 25.7% 1.396 0.54 $10.59 $12.56 $26,120 10.7%
39-5094 Skincare Specialists detail 40 13.3% 0.108 0.31 $14.44 $17.37 $36,130 15.5%
39-6011 Baggage Porters and Bellhops detail 120 19.5% 0.330 1.13 $8.70 $8.65 $18,000 3.8%
39-7010 Tour and Travel Guides broad 90 12.9% 0.251 0.73 $9.70 $9.96 $20,710 2.6%
39-9011 Childcare Workers detail 1,490 8.8% 4.121 1.06 $9.22 $9.60 $19,970 3.1%
39-9021 Personal Care Aides detail 2,130 8.1% 5.904 0.39 $9.81 $10.18 $21,170 2.6%
39-9031 Fitness Trainers and Aerobics Instructors detail 740 5.6% 2.041 0.96 $14.06 $15.83 $32,920 5.7%
39-9032 Recreation Workers detail 490 12.4% 1.353 0.55 $12.04 $13.28 $27,620 6.0%
39-9041 Residential Advisors detail 110 20.6% 0.315 0.42 $18.15 $18.57 $38,630 8.5%
41-0000 Sales and Related Occupations major 38,130 2.8% 105.592 1.05 $12.53 $19.32 $40,180 2.8%
41-1011 First-Line Supervisors of Retail Sales Workers detail 2,810 5.4% 7.778 0.95 $18.81 $23.74 $49,370 5.1%
41-1012 First-Line Supervisors of Non-Retail Sales Workers detail 790 8.9% 2.182 1.28 $43.48 $45.16 $93,940 3.7%
41-2011 Cashiers detail 9,540 11.7% 26.411 1.05 $9.34 $9.77 $20,330 1.6%
41-2021 Counter and Rental Clerks detail 1,430 12.9% 3.950 1.34 $13.57 $14.63 $30,430 4.5%
41-2022 Parts Salespersons detail 820 27.4% 2.257 1.28 $13.45 $14.98 $31,160 8.2%
41-2031 Retail Salespersons detail 11,390 8.4% 31.536 1.03 $10.75 $12.99 $27,010 4.1%
41-3011 Advertising Sales Agents detail 810 42.8% 2.245 2.44 $24.03 $30.37 $63,170 7.1%
41-3021 Insurance Sales Agents detail 990 17.1% 2.745 1.01 $21.99 $28.68 $59,650 13.6%
41-3031 Securities, Commodities, and Financial Services Sales Agents detail 620 16.4% 1.710 0.60 $30.90 $45.38 $94,390 13.6%
41-3099 Sales Representatives, Services, All Other detail 2,640 9.8% 7.297 1.02 $22.83 $28.11 $58,470 4.0%
41-4011 Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products detail 660 20.9% 1.823 0.84 $32.21 $39.33 $81,800 4.9%
41-4012 Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products detail 4,680 7.7% 12.960 1.39 $28.25 $32.20 $66,970 2.8%
41-9021 Real Estate Brokers detail 200 37.2% 0.549 1.97 $21.77 $32.50 $67,610 19.2%
41-9022 Real Estate Sales Agents detail 320 17.8% 0.879 0.81 $20.62 $22.49 $46,780 5.8%
41-9031 Sales Engineers detail 240 27.2% 0.654 1.44 $42.03 $49.11 $102,150 6.8%
41-9041 Telemarketers detail 90 43.8% 0.239 0.21 $11.52 $11.90 $24,750 4.0%
41-9099 Sales and Related Workers, All Other detail 100 27.4% 0.274 0.41 $11.67 $16.69 $34,710 12.0%
43-0000 Office and Administrative Support Occupations major 55,710 2.0% 154.260 1.02 $16.69 $17.63 $36,670 0.7%
43-1011 First-Line Supervisors of Office and Administrative Support Workers detail 3,760 3.4% 10.418 1.02 $25.82 $26.89 $55,940 1.3%
43-2011 Switchboard Operators, Including Answering Service detail 170 9.6% 0.468 0.95 $12.67 $13.27 $27,610 2.8%
43-3011 Bill and Account Collectors detail 1,220 17.8% 3.373 1.94 $16.62 $16.83 $35,000 3.4%
43-3021 Billing and Posting Clerks detail 1,410 5.5% 3.895 1.20 $16.27 $16.63 $34,580 3.5%
43-3031 Bookkeeping, Accounting, and Auditing Clerks detail 4,070 5.7% 11.277 1.07 $18.80 $19.17 $39,870 1.5%
43-3051 Payroll and Timekeeping Clerks detail 300 19.1% 0.819 0.82 $21.30 $21.37 $44,440 1.8%
43-3061 Procurement Clerks detail 70 12.2% 0.205 0.44 $18.33 $19.43 $40,420 2.5%
43-3071 Tellers detail 800 10.5% 2.208 0.68 $14.78 $15.45 $32,140 3.6%
43-4011 Brokerage Clerks detail 30 33.9% 0.090 0.24 $22.74 $23.19 $48,230 8.8%
43-4031 Court, Municipal, and License Clerks detail 340 9.6% 0.937 0.95 $17.34 $17.37 $36,130 2.4%
43-4041 Credit Authorizers, Checkers, and Clerks detail 80 29.9% 0.210 1.01 $18.36 $19.30 $40,140 3.9%
43-4051 Customer Service Representatives detail 9,080 2.6% 25.151 1.27 $16.72 $17.26 $35,910 1.2%
43-4061 Eligibility Interviewers, Government Programs detail 460 14.1% 1.269 1.33 $18.48 $19.35 $40,250 2.2%
43-4071 File Clerks detail 110 16.9% 0.303 0.40 $12.30 $13.25 $27,560 3.7%
43-4081 Hotel, Motel, and Resort Desk Clerks detail 560 8.6% 1.544 0.86 $9.64 $10.00 $20,790 2.8%
43-4111 Interviewers, Except Eligibility and Loan detail 970 43.4% 2.691 2.02 $15.01 $15.44 $32,120 1.8%
43-4121 Library Assistants, Clerical detail 110 3.5% 0.291 0.47 $13.93 $14.26 $29,660 3.3%
43-4131 Loan Interviewers and Clerks detail 650 25.9% 1.811 1.18 $20.97 $22.25 $46,270 9.6%
43-4141 New Accounts Clerks detail 100 27.0% 0.265 0.92 $23.64 $23.52 $48,910 4.0%
43-4151 Order Clerks detail 350 16.1% 0.974 0.89 $15.77 $15.21 $31,630 5.5%
43-4161 Human Resources Assistants, Except Payroll and Timekeeping detail 340 9.6% 0.936 1.09 $18.26 $18.70 $38,900 1.6%
43-4171 Receptionists and Information Clerks detail 2,570 6.3% 7.127 0.99 $13.50 $13.69 $28,470 2.0%
43-4181 Reservation and Transportation Ticket Agents and Travel Clerks detail 220 7.0% 0.621 0.68 $12.17 $14.65 $30,460 12.8%
43-4199 Information and Record Clerks, All Other detail 110 2.8% 0.309 0.29 $17.54 $18.28 $38,030 2.6%
43-5011 Cargo and Freight Agents detail 210 10.7% 0.575 0.90 $20.96 $20.98 $43,650 2.6%
43-5021 Couriers and Messengers detail 300 15.1% 0.822 1.57 $12.72 $12.88 $26,780 1.6%
43-5031 Police, Fire, and Ambulance Dispatchers detail 230 11.5% 0.630 0.96 $18.03 $18.90 $39,310 3.7%
43-5032 Dispatchers, Except Police, Fire, and Ambulance detail 460 10.5% 1.262 0.91 $18.36 $18.98 $39,480 4.4%
43-5041 Meter Readers, Utilities detail 150 29.2% 0.403 1.74 $18.43 $19.53 $40,610 4.7%
43-5051 Postal Service Clerks detail 120 0.0% 0.324 0.59 $28.89 $26.15 $54,380 2.7%
43-5052 Postal Service Mail Carriers detail 850 0.0% 2.340 0.99 $25.07 $24.82 $51,620 2.1%
43-5053 Postal Service Mail Sorters, Processors, and Processing Machine Operators detail 860 0.0% 2.376 3.31 $28.26 $24.93 $51,850 3.8%
43-5061 Production, Planning, and Expediting Clerks detail 940 7.3% 2.607 1.08 $19.60 $20.96 $43,600 2.6%
43-5071 Shipping, Receiving, and Traffic Clerks detail 2,570 6.8% 7.105 1.57 $14.85 $15.69 $32,630 1.4%
43-5081 Stock Clerks and Order Fillers detail 5,190 5.7% 14.366 1.01 $11.82 $13.02 $27,080 2.3%
43-5111 Weighers, Measurers, Checkers, and Samplers, Recordkeeping detail 100 18.3% 0.267 0.59 $13.96 $14.81 $30,800 3.0%
43-6011 Executive Secretaries and Executive Administrative Assistants detail 1,120 14.8% 3.106 0.79 $24.71 $25.20 $52,420 2.3%
43-6012 Legal Secretaries detail (8) (8) (8) (8) $16.84 $18.03 $37,490 8.7%
43-6013 Medical Secretaries detail 990 9.3% 2.728 0.67 $16.08 $16.54 $34,400 2.3%
43-6014 Secretaries and Administrative Assistants, Except Legal, Medical, and Executive detail 4,660 6.0% 12.889 0.86 $17.16 $17.23 $35,830 1.2%
43-9011 Computer Operators detail 80 44.0% 0.222 0.93 (8) (8) (8) (8)
43-9021 Data Entry Keyers detail 470 14.1% 1.303 1.08 $16.02 $16.16 $33,610 2.0%
43-9041 Insurance Claims and Policy Processing Clerks detail 660 8.3% 1.823 0.96 $19.25 $20.36 $42,340 3.9%
43-9051 Mail Clerks and Mail Machine Operators, Except Postal Service detail 80 11.4% 0.233 0.39 $14.46 $15.03 $31,270 3.0%
43-9061 Office Clerks, General detail 6,770 5.8% 18.734 0.91 $14.47 $15.24 $31,700 1.7%
43-9071 Office Machine Operators, Except Computer detail 70 11.7% 0.187 0.56 $14.01 $14.52 $30,190 3.1%
43-9199 Office and Administrative Support Workers, All Other detail 740 7.1% 2.054 1.51 $17.63 $18.67 $38,840 3.1%
45-0000 Farming, Fishing, and Forestry Occupations major 140 21.0% 0.387 0.12 $16.56 $20.25 $42,130 17.5%
45-2092 Farmworkers and Laborers, Crop, Nursery, and Greenhouse detail (8) (8) (8) (8) $10.39 $10.65 $22,160 7.8%
45-4022 Logging Equipment Operators detail 70 19.9% 0.205 1.15 $17.94 $22.88 $47,600 18.9%
47-0000 Construction and Extraction Occupations major 12,850 3.7% 35.567 0.86 $18.25 $19.72 $41,020 1.6%
47-1011 First-Line Supervisors of Construction Trades and Extraction Workers detail 2,020 7.0% 5.603 1.36 $28.39 $28.60 $59,490 2.7%
47-2021 Brickmasons and Blockmasons detail (8) (8) (8) (8) $19.92 $19.88 $41,350 2.4%
47-2031 Carpenters detail 1,410 11.0% 3.895 0.78 $17.34 $17.90 $37,230 3.1%
47-2041 Carpet Installers detail 80 39.3% 0.217 1.21 $17.56 $17.26 $35,900 4.3%
47-2044 Tile and Marble Setters detail 90 37.6% 0.260 0.96 $14.37 $15.78 $32,810 4.6%
47-2051 Cement Masons and Concrete Finishers detail 490 21.0% 1.351 1.05 $18.39 $18.97 $39,460 9.0%
47-2061 Construction Laborers detail 2,940 4.9% 8.128 1.17 $15.40 $15.89 $33,050 2.8%
47-2073 Operating Engineers and Other Construction Equipment Operators detail 520 15.8% 1.447 0.55 $17.93 $18.66 $38,800 2.3%
47-2111 Electricians detail 1,340 17.3% 3.700 0.82 $21.73 $21.96 $45,680 3.3%
47-2131 Insulation Workers, Floor, Ceiling, and Wall detail 120 42.5% 0.328 1.49 $16.07 $15.81 $32,890 7.6%
47-2132 Insulation Workers, Mechanical detail 170 17.8% 0.474 2.79 $17.14 $17.05 $35,450 3.0%
47-2141 Painters, Construction and Maintenance detail 180 19.2% 0.493 0.31 $13.55 $15.00 $31,210 13.6%
47-2151 Pipelayers detail 110 14.4% 0.302 1.15 $16.17 $16.91 $35,160 2.6%
47-2152 Plumbers, Pipefitters, and Steamfitters detail 690 20.1% 1.900 0.63 $21.83 $21.87 $45,500 3.3%
47-2181 Roofers detail 270 23.4% 0.758 0.85 $14.46 $15.18 $31,580 11.1%
47-2211 Sheet Metal Workers detail 280 19.2% 0.774 0.85 $17.63 $18.80 $39,100 4.7%
47-2221 Structural Iron and Steel Workers detail (8) (8) (8) (8) $17.94 $17.80 $37,030 8.9%
47-3011 Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters detail 40 37.1% 0.115 0.68 $11.89 $11.77 $24,470 4.3%
47-3012 Helpers--Carpenters detail 50 43.7% 0.144 0.63 $14.09 $14.18 $29,490 9.4%
47-3013 Helpers--Electricians detail 380 30.8% 1.063 2.03 $11.89 $12.81 $26,650 6.5%
47-3015 Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters detail (8) (8) (8) (8) $14.27 $14.55 $30,270 3.3%
47-3019 Helpers, Construction Trades, All Other detail 30 29.9% 0.085 0.47 $14.25 $15.20 $31,610 5.6%
47-4011 Construction and Building Inspectors detail 240 11.1% 0.664 0.92 $25.38 $25.07 $52,150 2.4%
47-4021 Elevator Installers and Repairers detail 90 44.3% 0.248 1.34 $35.89 $35.90 $74,670 5.1%
47-4041 Hazardous Materials Removal Workers detail 230 8.7% 0.629 2.07 $16.43 $17.72 $36,860 5.1%
47-4051 Highway Maintenance Workers detail 260 5.6% 0.728 0.71 $17.13 $17.27 $35,920 1.5%
47-4071 Septic Tank Servicers and Sewer Pipe Cleaners detail 120 30.9% 0.327 1.75 $18.44 $19.44 $40,440 7.8%
47-4090 Miscellaneous Construction and Related Workers broad (8) (8) (8) (8) $17.60 $17.42 $36,240 3.3%
49-0000 Installation, Maintenance, and Repair Occupations major 17,370 4.5% 48.091 1.24 $21.53 $22.35 $46,490 1.3%
49-1011 First-Line Supervisors of Mechanics, Installers, and Repairers detail 1,460 6.7% 4.055 1.24 $30.23 $31.96 $66,480 1.7%
49-2011 Computer, Automated Teller, and Office Machine Repairers detail 390 20.8% 1.090 1.53 $18.05 $18.77 $39,050 3.0%
49-2021 Radio, Cellular, and Tower Equipment Installers and Repairers detail 30 6.2% 0.084 0.87 $14.43 $17.68 $36,770 3.1%
49-2022 Telecommunications Equipment Installers and Repairers, Except Line Installers detail (8) (8) (8) (8) $26.76 $26.45 $55,020 4.1%
49-2091 Avionics Technicians detail 130 1.1% 0.368 2.82 $24.33 $24.86 $51,700 2.9%
49-2092 Electric Motor, Power Tool, and Related Repairers detail 60 44.7% 0.167 1.53 $20.62 $19.51 $40,580 4.2%
49-2094 Electrical and Electronics Repairers, Commercial and Industrial Equipment detail 320 26.7% 0.874 2.13 $25.39 $25.33 $52,680 4.0%
49-2095 Electrical and Electronics Repairers, Powerhouse, Substation, and Relay detail 90 26.4% 0.260 1.64 $32.30 $31.24 $64,980 3.3%
49-2097 Electronic Home Entertainment Equipment Installers and Repairers detail (8) (8) (8) (8) $12.10 $11.32 $23,550 17.3%
49-2098 Security and Fire Alarm Systems Installers detail 220 34.3% 0.615 1.26 $20.31 $20.34 $42,300 5.3%
49-3011 Aircraft Mechanics and Service Technicians detail 930 3.1% 2.571 2.83 $25.06 $25.11 $52,230 5.4%
49-3021 Automotive Body and Related Repairers detail 330 32.4% 0.925 0.94 $26.57 $28.87 $60,040 6.8%
49-3022 Automotive Glass Installers and Repairers detail (8) (8) (8) (8) $17.93 $17.66 $36,740 4.9%
49-3023 Automotive Service Technicians and Mechanics detail 1,720 13.7% 4.759 1.06 $18.98 $19.24 $40,020 4.6%
49-3031 Bus and Truck Mechanics and Diesel Engine Specialists detail 960 17.2% 2.659 1.45 $22.57 $22.86 $47,540 3.4%
49-3042 Mobile Heavy Equipment Mechanics, Except Engines detail 370 18.8% 1.026 1.06 $24.04 $25.09 $52,180 6.6%
49-3053 Outdoor Power Equipment and Other Small Engine Mechanics detail (8) (8) (8) (8) $14.90 $16.42 $34,160 6.4%
49-3093 Tire Repairers and Changers detail (8) (8) (8) (8) $11.66 $12.46 $25,910 10.3%
49-9012 Control and Valve Installers and Repairers, Except Mechanical Door detail 90 39.0% 0.255 0.71 $27.20 $26.78 $55,710 4.9%
49-9021 Heating, Air Conditioning, and Refrigeration Mechanics and Installers detail 1,400 14.9% 3.863 1.72 $20.01 $21.20 $44,090 4.3%
49-9041 Industrial Machinery Mechanics detail 1,270 8.5% 3.515 1.40 $22.73 $23.73 $49,370 2.7%
49-9043 Maintenance Workers, Machinery detail 550 11.9% 1.527 2.75 $21.50 $22.36 $46,510 6.6%
49-9044 Millwrights detail 30 29.5% 0.087 0.29 $18.94 $19.62 $40,810 3.8%
49-9051 Electrical Power-Line Installers and Repairers detail 150 17.3% 0.424 0.54 $33.18 $31.23 $64,950 2.8%
49-9052 Telecommunications Line Installers and Repairers detail 220 23.4% 0.616 0.75 $18.43 $20.00 $41,590 4.2%
49-9062 Medical Equipment Repairers detail 130 14.4% 0.372 1.16 $23.49 $22.84 $47,500 2.2%
49-9069 Precision Instrument and Equipment Repairers, All Other detail 50 30.9% 0.144 1.91 $21.64 $22.47 $46,740 8.5%
49-9071 Maintenance and Repair Workers, General detail 3,840 3.8% 10.643 1.11 $18.51 $19.18 $39,900 1.4%
49-9091 Coin, Vending, and Amusement Machine Servicers and Repairers detail 60 26.3% 0.173 0.76 $21.22 $20.96 $43,590 10.9%
49-9094 Locksmiths and Safe Repairers detail 60 30.9% 0.156 1.33 $12.92 $13.34 $27,750 6.0%
49-9098 Helpers--Installation, Maintenance, and Repair Workers detail 360 26.3% 1.009 1.39 $13.41 $13.69 $28,480 3.9%
49-9099 Installation, Maintenance, and Repair Workers, All Other detail 260 23.2% 0.719 0.66 $18.33 $19.54 $40,640 4.2%
51-0000 Production Occupations major 39,540 3.4% 109.475 1.74 $15.02 $16.75 $34,830 1.4%
51-1011 First-Line Supervisors of Production and Operating Workers detail 2,560 5.5% 7.081 1.65 $26.51 $28.43 $59,140 1.8%
51-2028 Electrical, Electronic, and Electromechanical Assemblers, Except Coil Winders, Tapers, and Finishers detail 520 15.8% 1.445 0.76 $13.82 $15.14 $31,500 7.0%
51-2041 Structural Metal Fabricators and Fitters detail 340 27.9% 0.938 1.78 $22.48 $21.91 $45,580 4.2%
51-2098 Assemblers and Fabricators, All Other, Including Team Assemblers detail 6,690 7.2% 18.512 1.98 $13.19 $14.16 $29,450 3.4%
51-3011 Bakers detail 190 22.6% 0.530 0.43 $11.06 $12.91 $26,850 7.4%
51-3021 Butchers and Meat Cutters detail 250 28.6% 0.687 0.74 $13.71 $14.52 $30,200 6.8%
51-3092 Food Batchmakers detail 260 0.0% 0.726 0.66 $15.22 $15.37 $31,970 2.6%
51-3093 Food Cooking Machine Operators and Tenders detail 70 39.0% 0.182 0.81 $14.09 $13.82 $28,750 4.6%
51-3099 Food Processing Workers, All Other detail (8) (8) (8) (8) $10.94 $11.42 $23,760 4.6%
51-4011 Computer-Controlled Machine Tool Operators, Metal and Plastic detail 450 13.8% 1.248 1.22 $18.78 $18.59 $38,670 4.5%
51-4012 Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic detail 50 20.4% 0.138 0.84 $20.72 $22.48 $46,760 4.7%
51-4021 Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic detail 350 25.1% 0.970 1.86 $13.92 $14.73 $30,630 5.9%
51-4023 Rolling Machine Setters, Operators, and Tenders, Metal and Plastic detail 100 41.7% 0.279 1.51 $14.87 $14.82 $30,830 2.5%
51-4031 Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic detail 940 9.8% 2.590 2.01 $12.75 $14.16 $29,440 3.5%
51-4032 Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic detail (8) (8) (8) (8) $11.87 $12.31 $25,600 4.0%
51-4033 Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic detail 180 13.2% 0.495 1.00 $16.55 $17.46 $36,310 5.2%
51-4041 Machinists detail 950 13.4% 2.619 0.99 $19.58 $21.04 $43,770 3.3%
51-4072 Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic detail 1,250 13.4% 3.474 3.06 $12.98 $13.89 $28,890 3.5%
51-4081 Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic detail 180 48.4% 0.496 0.54 $13.92 $15.33 $31,890 6.8%
51-4111 Tool and Die Makers detail 170 20.0% 0.460 0.92 $24.89 $24.38 $50,710 4.5%
51-4121 Welders, Cutters, Solderers, and Brazers detail 1,090 15.9% 3.017 1.12 $18.35 $18.72 $38,930 2.2%
51-4122 Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders detail 50 25.8% 0.127 0.52 $18.39 $19.21 $39,970 5.1%
51-4193 Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic detail 130 36.6% 0.371 1.34 $13.47 $14.09 $29,300 3.7%
51-4199 Metal Workers and Plastic Workers, All Other detail 60 11.3% 0.162 0.92 (8) (8) (8) (8)
51-5111 Prepress Technicians and Workers detail 110 28.3% 0.304 1.47 $20.65 $20.44 $42,510 3.2%
51-5112 Printing Press Operators detail 840 32.3% 2.331 1.94 $16.90 $17.50 $36,410 6.0%
51-5113 Print Binding and Finishing Workers detail 260 27.9% 0.725 2.30 $13.34 $14.14 $29,420 6.3%
51-6011 Laundry and Dry-Cleaning Workers detail 360 24.0% 0.992 0.67 $9.40 $10.52 $21,880 5.1%
51-6021 Pressers, Textile, Garment, and Related Materials detail 150 35.1% 0.419 1.58 $9.42 $9.50 $19,760 3.8%
51-6031 Sewing Machine Operators detail 1,800 8.9% 4.991 5.29 $12.03 $12.93 $26,890 1.9%
51-6052 Tailors, Dressmakers, and Custom Sewers detail (8) (8) (8) (8) $10.68 $11.21 $23,310 8.3%
51-6061 Textile Bleaching and Dyeing Machine Operators and Tenders detail 450 44.6% 1.254 19.45 $15.36 $14.44 $30,040 6.6%
51-6062 Textile Cutting Machine Setters, Operators, and Tenders detail 260 12.9% 0.723 7.86 $11.78 $12.98 $27,000 2.8%
51-6063 Textile Knitting and Weaving Machine Setters, Operators, and Tenders detail 710 10.9% 1.955 13.36 $13.39 $13.68 $28,460 5.1%
51-6064 Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders detail 1,060 15.3% 2.948 13.48 $13.71 $13.57 $28,230 2.7%
51-6091 Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers detail 80 26.5% 0.232 1.85 $14.60 $14.95 $31,100 3.0%
51-6092 Fabric and Apparel Patternmakers detail 60 16.0% 0.157 4.36 $20.27 $20.69 $43,030 3.9%
51-6093 Upholsterers detail 1,910 7.4% 5.290 23.30 $16.54 $16.85 $35,040 2.3%
51-6099 Textile, Apparel, and Furnishings Workers, All Other detail 200 13.0% 0.567 5.34 $12.04 $12.53 $26,060 3.2%
51-7011 Cabinetmakers and Bench Carpenters detail 610 13.6% 1.701 2.41 $14.17 $14.45 $30,060 4.3%
51-7021 Furniture Finishers detail 260 14.4% 0.710 5.96 $14.51 $15.07 $31,340 3.5%
51-7041 Sawing Machine Setters, Operators, and Tenders, Wood detail 440 15.4% 1.207 3.34 $13.14 $13.47 $28,010 2.9%
51-7042 Woodworking Machine Setters, Operators, and Tenders, Except Sawing detail 650 15.1% 1.797 3.29 $13.08 $13.79 $28,680 2.5%
51-8013 Power Plant Operators detail 70 16.4% 0.199 0.85 $41.90 $36.79 $76,510 15.7%
51-8031 Water and Wastewater Treatment Plant and System Operators detail 200 14.2% 0.542 0.63 $20.85 $20.57 $42,780 2.0%
51-8093 Petroleum Pump System Operators, Refinery Operators, and Gaugers detail 90 35.3% 0.262 0.97 $34.12 $33.84 $70,390 4.3%
51-9011 Chemical Equipment Operators and Tenders detail 890 28.5% 2.468 4.31 $21.12 $21.64 $45,000 3.3%
51-9012 Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders detail 130 22.4% 0.360 1.05 $15.88 $21.88 $45,510 24.2%
51-9021 Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders detail 40 29.5% 0.107 0.49 $15.73 $16.07 $33,430 3.4%
51-9022 Grinding and Polishing Workers, Hand detail 70 12.4% 0.204 0.97 $13.34 $14.43 $30,010 3.3%
51-9023 Mixing and Blending Machine Setters, Operators, and Tenders detail 1,150 35.3% 3.186 3.59 $18.69 $19.78 $41,140 3.1%
51-9031 Cutters and Trimmers, Hand detail 210 16.1% 0.586 8.02 $15.96 $15.95 $33,180 3.8%
51-9032 Cutting and Slicing Machine Setters, Operators, and Tenders detail 320 16.0% 0.884 2.10 $15.98 $16.80 $34,940 4.5%
51-9041 Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders detail 340 24.4% 0.931 1.85 $18.57 $19.75 $41,080 9.7%
51-9051 Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders detail (8) (8) (8) (8) $13.71 $14.65 $30,470 3.5%
51-9061 Inspectors, Testers, Sorters, Samplers, and Weighers detail 2,350 5.6% 6.520 1.69 $14.73 $16.85 $35,040 3.1%
51-9071 Jewelers and Precious Stone and Metal Workers detail 70 31.7% 0.183 1.02 $19.41 $19.47 $40,500 6.4%
51-9081 Dental Laboratory Technicians detail 70 8.1% 0.204 0.86 $20.11 $20.01 $41,620 4.4%
51-9082 Medical Appliance Technicians detail 30 49.3% 0.094 0.93 $18.98 $20.28 $42,170 6.0%
51-9111 Packaging and Filling Machine Operators and Tenders detail 860 8.9% 2.378 0.87 $17.78 $21.93 $45,610 8.3%
51-9121 Coating, Painting, and Spraying Machine Setters, Operators, and Tenders detail 500 20.4% 1.381 2.26 $15.99 $16.35 $34,000 2.7%
51-9122 Painters, Transportation Equipment detail 150 28.6% 0.406 1.06 $23.04 $22.25 $46,270 6.6%
51-9123 Painting, Coating, and Decorating Workers detail 30 35.9% 0.089 1.06 $11.81 $12.83 $26,680 10.8%
51-9151 Photographic Process Workers and Processing Machine Operators detail 60 26.9% 0.169 1.46 $14.54 $16.22 $33,740 7.9%
51-9191 Adhesive Bonding Machine Operators and Tenders detail 200 21.0% 0.561 4.98 $13.22 $14.13 $29,380 6.5%
51-9196 Paper Goods Machine Setters, Operators, and Tenders detail 840 20.9% 2.326 3.44 $14.43 $14.82 $30,830 3.6%
51-9198 Helpers--Production Workers detail 1,950 7.5% 5.398 2.23 $11.30 $12.25 $25,490 3.3%
51-9199 Production Workers, All Other detail 260 9.5% 0.711 0.45 $11.53 $13.01 $27,060 5.2%
53-0000 Transportation and Material Moving Occupations major 36,090 3.5% 99.917 1.41 $14.26 $16.65 $34,630 2.6%
53-1048 First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors detail 1,520 5.9% 4.201 1.48 $26.06 $26.13 $54,350 2.1%
53-2012 Commercial Pilots detail (8) (8) (8) (8) (4) (4) $83,990 3.0%
53-2031 Flight Attendants detail (8) (8) (8) (8) (4) (4) $54,700 6.3%
53-3021 Bus Drivers, Transit and Intercity detail 340 23.5% 0.931 0.77 $14.27 $15.44 $32,120 7.6%
53-3022 Bus Drivers, School or Special Client detail 1,670 18.6% 4.632 1.33 $13.73 $13.75 $28,610 2.3%
53-3031 Driver/Sales Workers detail 1,650 22.0% 4.582 1.60 $8.89 $11.44 $23,800 9.2%
53-3032 Heavy and Tractor-Trailer Truck Drivers detail 7,250 10.5% 20.084 1.61 $23.75 $23.70 $49,300 2.6%
53-3033 Light Truck or Delivery Services Drivers detail 2,390 7.0% 6.609 1.04 $15.53 $17.15 $35,670 7.0%
53-3041 Taxi Drivers and Chauffeurs detail 200 18.6% 0.553 0.38 $11.48 $11.67 $24,260 3.9%
53-3099 Motor Vehicle Operators, All Other detail 230 36.2% 0.627 1.60 $12.27 $14.85 $30,890 17.2%
53-6021 Parking Lot Attendants detail 120 17.7% 0.341 0.34 $10.75 $10.92 $22,720 4.0%
53-6031 Automotive and Watercraft Service Attendants detail 190 37.7% 0.525 0.67 $11.62 $12.10 $25,180 9.6%
53-6051 Transportation Inspectors detail 60 11.8% 0.171 0.82 $46.14 $44.48 $92,510 5.6%
53-7032 Excavating and Loading Machine and Dragline Operators detail 140 12.1% 0.376 1.18 $18.77 $20.25 $42,120 4.9%
53-7051 Industrial Truck and Tractor Operators detail 2,170 8.0% 5.996 1.44 $15.63 $16.88 $35,100 2.4%
53-7061 Cleaners of Vehicles and Equipment detail 850 13.1% 2.341 0.89 $10.79 $11.43 $23,770 3.9%
53-7062 Laborers and Freight, Stock, and Material Movers, Hand detail 12,390 5.1% 34.318 1.72 $12.57 $13.86 $28,820 2.4%
53-7063 Machine Feeders and Offbearers detail 330 8.7% 0.900 1.96 $10.16 $10.72 $22,300 2.7%
53-7064 Packers and Packagers, Hand detail 3,080 7.4% 8.518 1.86 $10.00 $10.44 $21,720 1.8%
53-7081 Refuse and Recyclable Material Collectors detail 320 11.3% 0.896 1.09 $13.48 $13.58 $28,260 4.2%


About May 2018 National, State, Metropolitan, and Nonmetropolitan Area Occupational Employment and Wage Estimates

(1) Estimates for detailed occupations do not sum to the totals because the totals include occupations not shown separately. Estimates do not include self-employed workers.

(2) Annual wages have been calculated by multiplying the hourly mean wage by a "year-round, full-time" hours figure of 2,080 hours; for those occupations where there is not an hourly wage published, the annual wage has been directly calculated from the reported survey data.

(3) The relative standard error (RSE) is a measure of the reliability of a survey statistic. The smaller the relative standard error, the more precise the estimate.

(4) Wages for some occupations that do not generally work year-round, full time, are reported either as hourly wages or annual salaries depending on how they are typically paid.

(5) This wage is equal to or greater than $100.00 per hour or $208,000 per year.

(8) Estimates not released.

(9) The location quotient is the ratio of the area concentration of occupational employment to the national average concentration. A location quotient greater than one indicates the occupation has a higher share of employment than average, and a location quotient less than one indicates the occupation is less prevalent in the area than average.




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North Carolina's metropolitan and nonmetropolitan area estimates:

May 2018 National Occupational Employment and Wage Estimates

May 2018 State Occupational Employment and Wage Estimates

May 2018 Metropolitan and Nonmetropolitan Area Occupational Employment and Wage Estimates

May 2018 National Industry-Specific Occupational Employment and Wage Estimates

May 2018 Occupation Profiles

Technical notes

 

Last Modified Date: March 29, 2019