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Occupational Employment and Wage Statistics
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OEWS OEWS Program Links

May 2020 Metropolitan and Nonmetropolitan Area Occupational Employment and Wage Estimates

Columbus, GA-AL



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


These estimates are calculated with data collected from employers in all industry sectors in Columbus, GA-AL, a metropolitan statistical area that includes parts of Georgia and Alabama.

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 OEWS estimates for other areas and states

Major Occupational Groups in Columbus, GA-AL (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 110,900 2.7% 1000.000 1.00 $16.15 $21.33 $44,370 2.6%
11-0000 Management Occupations major 6,070 4.4% 54.740 0.96 $41.18 $47.27 $98,320 2.6%
11-1011 Chief Executives detail 340 21.3% 3.077 2.11 $67.42 $72.24 $150,250 13.2%
11-1021 General and Operations Managers detail 1,780 6.7% 16.010 0.95 $36.24 $44.06 $91,640 3.5%
11-1031 Legislators detail 40 0.0% 0.349 0.95 (4) (4) $31,850 2.6%
11-2021 Marketing Managers detail 90 16.2% 0.802 0.41 $58.62 $60.01 $124,820 3.5%
11-2022 Sales Managers detail 170 12.3% 1.572 0.56 $48.79 $52.21 $108,600 5.7%
11-3010 Administrative Services and Facilities Managers broad 230 12.3% 2.107 0.95 $55.16 $56.66 $117,860 4.0%
11-3021 Computer and Information Systems Managers detail 320 20.2% 2.842 0.86 $70.63 $70.43 $146,490 5.1%
11-3031 Financial Managers detail 360 11.8% 3.207 0.68 $45.48 $52.50 $109,210 4.9%
11-3051 Industrial Production Managers detail 90 15.2% 0.827 0.64 $51.93 $55.67 $115,780 6.0%
11-3061 Purchasing Managers detail 40 23.1% 0.318 0.62 $41.07 $48.53 $100,940 4.4%
11-3071 Transportation, Storage, and Distribution Managers detail 60 19.2% 0.555 0.58 $39.49 $43.05 $89,550 6.0%
11-3121 Human Resources Managers detail 180 18.9% 1.589 1.41 $48.15 $54.12 $112,560 5.3%
11-3131 Training and Development Managers detail 80 36.4% 0.698 2.51 $47.14 $47.25 $98,270 11.4%
11-9021 Construction Managers detail 190 20.7% 1.687 0.82 $35.58 $39.01 $81,140 4.3%
11-9031 Education and Childcare Administrators, Preschool and Daycare detail 50 19.9% 0.439 1.32 $20.01 $23.99 $49,890 10.3%
11-9032 Education Administrators, Kindergarten through Secondary detail 220 24.9% 1.978 1.05 (4) (4) $94,380 5.4%
11-9033 Education Administrators, Postsecondary detail 40 18.6% 0.329 0.32 $40.18 $48.63 $101,150 8.9%
11-9039 Education Administrators, All Other detail 270 3.9% 2.405 7.68 $40.36 $41.06 $85,400 3.9%
11-9041 Architectural and Engineering Managers detail 70 25.9% 0.649 0.46 $62.91 $67.05 $139,460 3.9%
11-9051 Food Service Managers detail 90 22.5% 0.855 0.60 $25.93 $27.61 $57,430 6.5%
11-9111 Medical and Health Services Managers detail 350 4.5% 3.199 1.11 $43.03 $44.50 $92,560 4.7%
11-9141 Property, Real Estate, and Community Association Managers detail 230 20.7% 2.039 1.29 $20.61 $21.87 $45,500 4.4%
11-9151 Social and Community Service Managers detail 100 8.2% 0.886 0.79 $23.42 $26.96 $56,080 2.5%
11-9198 Personal Service Managers, All Other; Entertainment and Recreation Managers, Except Gambling; and Managers, All Other detail 580 10.4% 5.246 1.56 $41.40 $43.65 $90,790 3.9%
13-0000 Business and Financial Operations Occupations major 6,270 4.7% 56.508 0.94 $27.89 $30.68 $63,820 4.0%
13-1020 Buyers and Purchasing Agents broad 230 9.3% 2.057 0.68 $24.67 $27.56 $57,330 3.6%
13-1031 Claims Adjusters, Examiners, and Investigators detail 160 24.5% 1.406 0.68 $29.52 $30.61 $63,670 2.8%
13-1041 Compliance Officers detail 260 7.3% 2.309 0.98 $24.37 $26.84 $55,830 4.3%
13-1051 Cost Estimators detail 80 12.7% 0.688 0.48 $27.23 $28.66 $59,620 2.8%
13-1071 Human Resources Specialists detail 580 8.8% 5.232 1.12 $26.33 $26.87 $55,880 5.3%
13-1081 Logisticians detail 250 6.5% 2.240 1.69 $30.31 $33.02 $68,680 5.9%
13-1111 Management Analysts detail 410 8.8% 3.672 0.70 $38.12 $40.54 $84,320 5.0%
13-1121 Meeting, Convention, and Event Planners detail 50 22.5% 0.438 0.56 $18.50 $22.39 $46,570 6.9%
13-1131 Fundraisers detail 60 20.7% 0.499 0.84 $18.84 $21.15 $44,000 9.6%
13-1141 Compensation, Benefits, and Job Analysis Specialists detail 80 15.3% 0.750 1.19 $25.20 $27.38 $56,940 5.4%
13-1151 Training and Development Specialists detail 370 14.9% 3.326 1.45 $24.68 $24.53 $51,030 6.2%
13-1161 Market Research Analysts and Marketing Specialists detail 260 17.1% 2.339 0.47 $26.83 $27.29 $56,770 4.0%
13-1198 Project Management Specialists and Business Operations Specialists, All Other detail 1,160 7.1% 10.470 1.01 $31.79 $31.90 $66,360 5.4%
13-2011 Accountants and Auditors detail 640 13.8% 5.812 0.63 $33.26 $41.47 $86,250 8.3%
13-2020 Property Appraisers and Assessors broad 40 2.7% 0.338 0.84 $19.43 $21.03 $43,740 2.2%
13-2031 Budget Analysts detail 80 2.1% 0.694 1.96 $33.11 $34.17 $71,070 2.8%
13-2041 Credit Analysts detail 320 15.2% 2.914 5.62 $16.23 $22.83 $47,480 22.9%
13-2052 Personal Financial Advisors detail 80 38.8% 0.745 0.48 $27.12 $32.71 $68,050 11.1%
13-2072 Loan Officers detail 260 15.2% 2.354 1.06 $30.43 $40.32 $83,860 9.5%
13-2098 Financial and Investment Analysts, Financial Risk Specialists, and Financial Specialists, All Other detail 790 20.4% 7.120 2.15 $15.25 $24.05 $50,010 10.9%
15-0000 Computer and Mathematical Occupations major 4,390 27.6% 39.598 1.20 $35.29 $37.46 $77,910 4.5%
15-1212 Information Security Analysts detail 120 23.2% 1.051 1.06 $44.77 $46.41 $96,540 2.6%
15-1231 Computer Network Support Specialists detail 90 45.4% 0.779 0.59 $28.99 $30.02 $62,450 4.4%
15-1232 Computer User Support Specialists detail (8) (8) (8) (8) $26.90 $27.14 $56,440 4.1%
15-1241 Computer Network Architects detail 100 12.1% 0.857 0.75 $43.99 $44.90 $93,400 2.9%
15-1244 Network and Computer Systems Administrators detail 150 12.6% 1.308 0.54 $33.38 $36.08 $75,050 5.1%
15-1245 Database Administrators and Architects detail 210 13.0% 1.895 1.97 $44.64 $46.21 $96,120 4.6%
15-1256 Software Developers and Software Quality Assurance Analysts and Testers detail 930 37.7% 8.379 0.79 $44.85 $45.66 $94,980 4.0%
15-1257 Web Developers and Digital Interface Designers detail 120 7.4% 1.110 0.99 $42.53 $42.65 $88,720 8.1%
15-1299 Computer Occupations, All Other detail 380 8.9% 3.413 1.31 $37.58 $37.85 $78,740 3.7%
15-2031 Operations Research Analysts detail 60 3.0% 0.569 0.82 $31.35 $35.11 $73,030 7.9%
15-2098 Data Scientists and Mathematical Science Occupations, All Other detail 50 15.7% 0.426 0.99 $43.51 $46.33 $96,360 5.6%
17-0000 Architecture and Engineering Occupations major 910 13.8% 8.166 0.45 $33.86 $35.71 $74,280 2.9%
17-2051 Civil Engineers detail 90 11.0% 0.828 0.38 $36.42 $38.89 $80,900 3.3%
17-2071 Electrical Engineers detail 30 18.9% 0.289 0.22 $55.12 $53.01 $110,260 1.9%
17-2072 Electronics Engineers, Except Computer detail (8) (8) (8) (8) $46.44 $50.56 $105,160 7.1%
17-2111 Health and Safety Engineers, Except Mining Safety Engineers and Inspectors detail 50 47.9% 0.470 2.75 $32.87 $37.07 $77,100 5.4%
17-2112 Industrial Engineers detail 170 31.3% 1.528 0.73 $37.06 $37.97 $78,970 3.2%
17-2141 Mechanical Engineers detail 90 25.7% 0.775 0.37 $39.75 $43.94 $91,390 3.5%
17-2199 Engineers, All Other detail 40 14.9% 0.334 0.30 $51.93 $49.93 $103,860 4.3%
17-3011 Architectural and Civil Drafters detail 70 9.7% 0.603 0.85 $23.09 $23.50 $48,880 4.3%
17-3023 Electrical and Electronic Engineering Technologists and Technicians detail (8) (8) (8) (8) $30.53 $30.27 $62,960 3.1%
17-3031 Surveying and Mapping Technicians detail 40 5.3% 0.340 0.89 $18.18 $19.07 $39,660 3.0%
17-3098 Calibration Technologists and Technicians and Engineering Technologists and Technicians, Except Drafters, All Other detail 70 35.0% 0.587 0.89 $32.41 $31.13 $64,760 4.3%
19-0000 Life, Physical, and Social Science Occupations major 590 5.6% 5.286 0.57 $29.93 $31.19 $64,870 4.0%
19-3031 Clinical, Counseling, and School Psychologists detail 90 5.4% 0.838 1.05 $35.18 $36.45 $75,810 8.0%
19-3039 Psychologists, All Other detail 40 26.9% 0.337 3.14 $45.32 $45.50 $94,640 4.9%
19-4031 Chemical Technicians detail 120 23.8% 1.083 2.37 $23.60 $24.84 $51,660 8.3%
19-5011 Occupational Health and Safety Specialists detail 50 9.9% 0.413 0.60 $38.13 $37.02 $76,990 5.7%
21-0000 Community and Social Service Occupations major 1,210 6.4% 10.944 0.68 $19.61 $21.58 $44,890 4.5%
21-1012 Educational, Guidance, and Career Counselors and Advisors detail 180 18.7% 1.599 0.76 $34.08 $32.17 $66,920 6.4%
21-1018 Substance Abuse, Behavioral Disorder, and Mental Health Counselors detail 180 6.6% 1.598 0.76 $19.04 $18.79 $39,070 3.0%
21-1021 Child, Family, and School Social Workers detail 110 6.7% 1.014 0.43 $18.91 $19.55 $40,670 2.5%
21-1022 Healthcare Social Workers detail 100 10.5% 0.919 0.73 $22.89 $23.52 $48,930 2.5%
21-1091 Health Education Specialists detail 50 8.1% 0.415 1.00 $28.12 $26.81 $55,760 6.2%
21-1092 Probation Officers and Correctional Treatment Specialists detail 80 7.3% 0.761 1.18 $20.59 $20.64 $42,930 3.6%
21-1093 Social and Human Service Assistants detail 280 21.7% 2.512 0.87 $13.09 $14.66 $30,500 3.8%
21-1099 Community and Social Service Specialists, All Other detail 80 0.0% 0.701 1.11 $17.92 $18.09 $37,620 2.4%
23-0000 Legal Occupations major 520 15.4% 4.652 0.56 $31.81 $44.65 $92,870 7.3%
23-1011 Lawyers detail 280 13.6% 2.499 0.53 $47.42 $59.41 $123,570 9.0%
23-1023 Judges, Magistrate Judges, and Magistrates detail 40 6.3% 0.324 1.58 $49.87 $48.72 $101,330 10.6%
23-2011 Paralegals and Legal Assistants detail 150 27.2% 1.372 0.57 $22.86 $23.43 $48,740 6.5%
23-2099 Legal Support Workers, All Other detail 40 26.0% 0.349 1.07 $23.07 $22.00 $45,760 3.2%
25-0000 Educational Instruction and Library Occupations major 7,760 17.7% 69.939 1.15 $22.86 $22.67 $47,160 4.8%
25-1194 Career/Technical Education Teachers, Postsecondary detail 280 13.7% 2.516 3.31 $21.21 $19.55 $40,660 16.3%
25-1199 Postsecondary Teachers, All Other detail 70 15.1% 0.634 0.45 (4) (4) $29,700 25.0%
25-2011 Preschool Teachers, Except Special Education detail 330 27.3% 2.960 1.11 $14.05 $14.79 $30,770 7.5%
25-2021 Elementary School Teachers, Except Special Education detail 1,600 33.5% 14.454 1.47 (4) (4) $62,670 7.0%
25-2031 Secondary School Teachers, Except Special and Career/Technical Education detail (8) (8) (8) (8) (4) (4) $61,180 5.0%
25-3011 Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors detail 40 35.4% 0.357 1.16 $17.67 $17.77 $36,970 9.0%
25-3021 Self-Enrichment Teachers detail 220 46.8% 2.014 1.26 $9.87 $13.84 $28,800 14.0%
25-3031 Substitute Teachers, Short-Term detail (8) (8) (8) (8) $8.61 $9.60 $19,960 14.7%
25-3097 Tutors and Teachers and Instructors, All Other detail (8) (8) (8) (8) (4) (4) $39,910 19.0%
25-4022 Librarians and Media Collections Specialists detail 70 27.4% 0.625 0.64 $33.84 $32.96 $68,570 11.1%
25-4031 Library Technicians detail 40 27.8% 0.348 0.54 $13.32 $13.98 $29,070 3.3%
25-9031 Instructional Coordinators detail 160 2.0% 1.453 1.16 $32.75 $31.75 $66,040 7.3%
25-9045 Teaching Assistants, Except Postsecondary detail 1,060 23.4% 9.565 1.05 (4) (4) $22,230 7.5%
25-9099 Educational Instruction and Library Workers, All Other detail 620 34.5% 5.573 5.44 $15.92 $19.19 $39,920 2.5%
27-0000 Arts, Design, Entertainment, Sports, and Media Occupations major 1,010 17.8% 9.096 0.68 $19.73 $22.86 $47,550 7.4%
27-1023 Floral Designers detail (8) (8) (8) (8) $9.99 $11.17 $23,230 12.3%
27-1024 Graphic Designers detail 80 12.1% 0.757 0.52 $25.26 $25.14 $52,280 6.7%
27-1026 Merchandise Displayers and Window Trimmers detail 60 29.3% 0.533 0.55 $14.06 $14.97 $31,140 7.9%
27-2012 Producers and Directors detail 90 43.5% 0.801 0.93 $22.06 $24.53 $51,020 5.2%
27-2022 Coaches and Scouts detail 80 35.1% 0.725 0.48 (4) (4) $28,900 14.6%
27-3031 Public Relations Specialists detail 70 19.0% 0.675 0.38 $27.14 $27.01 $56,190 9.1%
27-3091 Interpreters and Translators detail 30 7.5% 0.310 0.76 $27.97 $28.69 $59,680 5.6%
27-4011 Audio and Video Technicians detail 50 36.6% 0.452 1.01 $23.95 $27.88 $58,000 11.9%
27-4012 Broadcast Technicians detail 70 42.3% 0.601 3.22 $9.12 $10.24 $21,290 5.4%
29-0000 Healthcare Practitioners and Technical Occupations major 6,830 3.1% 61.546 1.00 $27.19 $33.98 $70,670 3.0%
29-1021 Dentists, General detail 30 15.1% 0.289 0.42 $59.15 $68.68 $142,850 9.7%
29-1031 Dietitians and Nutritionists detail 130 42.9% 1.159 2.43 $25.27 $26.09 $54,280 3.5%
29-1051 Pharmacists detail 320 19.7% 2.880 1.27 $62.76 $62.31 $129,590 4.0%
29-1071 Physician Assistants detail 110 14.4% 0.995 1.10 $32.03 $36.97 $76,900 6.0%
29-1122 Occupational Therapists detail 100 13.3% 0.936 1.03 $48.20 $48.17 $100,200 2.1%
29-1123 Physical Therapists detail 180 14.5% 1.620 1.02 $50.03 $49.70 $103,380 2.3%
29-1125 Recreational Therapists detail 50 0.0% 0.428 2.97 $13.89 $14.35 $29,850 3.4%
29-1126 Respiratory Therapists detail 130 14.4% 1.140 1.20 $26.22 $26.60 $55,330 2.4%
29-1127 Speech-Language Pathologists detail 60 22.0% 0.500 0.47 $44.27 $46.25 $96,210 3.6%
29-1131 Veterinarians detail 60 14.6% 0.537 1.01 $43.36 $48.49 $100,870 8.0%
29-1141 Registered Nurses detail 2,060 4.4% 18.588 0.87 $30.57 $30.97 $64,420 1.7%
29-1171 Nurse Practitioners detail 140 13.0% 1.302 0.86 $51.84 $57.01 $118,590 8.7%
29-1215 Family Medicine Physicians detail 30 43.2% 0.296 0.42 (8) (8) (8) (8)
29-1221 Pediatricians, General detail (8) (8) (8) (8) $62.56 $64.35 $133,840 6.6%
29-1228 Physicians, All Other; and Ophthalmologists, Except Pediatric detail 240 11.5% 2.142 0.79 (5) $113.85 $236,810 7.4%
29-1292 Dental Hygienists detail 170 15.1% 1.553 1.11 $28.51 $28.23 $58,720 3.2%
29-2010 Clinical Laboratory Technologists and Technicians broad 370 7.3% 3.343 1.43 $16.37 $20.27 $42,160 8.1%
29-2031 Cardiovascular Technologists and Technicians detail 30 2.8% 0.271 0.67 $22.96 $23.68 $49,260 4.5%
29-2032 Diagnostic Medical Sonographers detail 90 27.5% 0.817 1.54 $26.82 $26.43 $54,970 8.7%
29-2034 Radiologic Technologists and Technicians detail 170 16.0% 1.536 1.03 $24.05 $24.55 $51,050 3.5%
29-2052 Pharmacy Technicians detail 350 16.6% 3.191 1.07 $15.11 $16.04 $33,350 3.1%
29-2055 Surgical Technologists detail 110 9.9% 1.035 1.34 $19.03 $19.12 $39,770 2.6%
29-2056 Veterinary Technologists and Technicians detail 70 6.2% 0.667 0.85 $14.43 $14.59 $30,340 4.3%
29-2057 Ophthalmic Medical Technicians detail 40 35.4% 0.357 0.83 $17.77 $16.61 $34,560 19.1%
29-2061 Licensed Practical and Licensed Vocational Nurses detail 790 6.9% 7.099 1.46 $20.05 $19.76 $41,090 2.2%
29-2098 Medical Dosimetrists, Medical Records Specialists, and Health Technologists and Technicians, All Other detail 400 5.9% 3.574 1.56 $15.38 $17.60 $36,610 5.4%
29-9098 Health Information Technologists, Medical Registrars, Surgical Assistants, and Healthcare Practitioners and Technical Workers, All Other detail 80 26.3% 0.701 1.27 $17.67 $20.98 $43,640 8.9%
31-0000 Healthcare Support Occupations major 4,730 3.4% 42.611 0.92 $11.81 $13.14 $27,330 3.3%
31-1120 Home Health and Personal Care Aides broad 1,270 9.0% 11.465 0.50 $9.56 $10.22 $21,250 3.0%
31-1131 Nursing Assistants detail 1,190 3.3% 10.687 1.08 $10.60 $10.84 $22,540 2.5%
31-1133 Psychiatric Aides detail 260 0.0% 2.323 6.27 $11.89 $11.91 $24,770 3.5%
31-2011 Occupational Therapy Assistants detail 40 35.9% 0.340 1.11 $30.21 $29.78 $61,950 3.1%
31-2021 Physical Therapist Assistants detail 100 20.5% 0.946 1.42 $27.59 $26.50 $55,110 7.0%
31-2022 Physical Therapist Aides detail 70 26.0% 0.650 1.98 $10.40 $15.11 $31,440 11.3%
31-9091 Dental Assistants detail 230 13.9% 2.116 0.94 $18.08 $18.09 $37,630 9.0%
31-9092 Medical Assistants detail 1,000 8.1% 9.035 1.77 $14.20 $14.78 $30,740 3.0%
31-9093 Medical Equipment Preparers detail 70 12.8% 0.656 1.61 $13.42 $13.46 $27,990 3.6%
31-9096 Veterinary Assistants and Laboratory Animal Caretakers detail 60 19.3% 0.570 0.80 $11.32 $11.52 $23,970 3.3%
31-9097 Phlebotomists detail 190 35.0% 1.721 1.87 $16.71 $16.17 $33,630 3.1%
31-9099 Healthcare Support Workers, All Other detail 150 5.0% 1.315 1.89 $22.17 $22.26 $46,310 4.0%
33-0000 Protective Service Occupations major 3,680 10.6% 33.227 1.38 $19.86 $20.70 $43,050 3.3%
33-1011 First-Line Supervisors of Correctional Officers detail 90 0.0% 0.778 2.03 $19.51 $21.70 $45,140 2.4%
33-1012 First-Line Supervisors of Police and Detectives detail 400 5.6% 3.585 4.08 $25.04 $28.06 $58,360 4.2%
33-1021 First-Line Supervisors of Firefighting and Prevention Workers detail 220 9.2% 1.941 3.91 $24.52 $26.31 $54,730 3.6%
33-1090 Miscellaneous First-Line Supervisors, Protective Service Workers broad 50 4.8% 0.453 0.80 $24.56 $24.81 $51,610 4.6%
33-2011 Firefighters detail 340 3.2% 3.058 1.37 $18.77 $19.39 $40,330 5.1%
33-3011 Bailiffs detail 60 0.0% 0.498 3.82 $8.40 $8.64 $17,970 6.1%
33-3012 Correctional Officers and Jailers detail 380 0.0% 3.410 1.17 $15.55 $15.75 $32,770 2.6%
33-3021 Detectives and Criminal Investigators detail 100 7.2% 0.872 1.14 $24.06 $34.52 $71,800 8.8%
33-3051 Police and Sheriff's Patrol Officers detail 690 7.2% 6.264 1.33 $20.21 $20.31 $42,250 2.4%
33-9021 Private Detectives and Investigators detail 30 1.4% 0.295 1.27 (8) (8) (8) (8)
33-9032 Security Guards detail 1,100 33.8% 9.914 1.31 $19.92 $20.32 $42,270 9.7%
33-9098 School Bus Monitors and Protective Service Workers, All Other detail 90 2.5% 0.850 0.82 $8.59 $9.24 $19,220 5.2%
35-0000 Food Preparation and Serving Related Occupations major 11,710 3.0% 105.630 1.30 $9.59 $11.00 $22,890 2.6%
35-1011 Chefs and Head Cooks detail (8) (8) (8) (8) $19.21 $21.62 $44,970 4.5%
35-1012 First-Line Supervisors of Food Preparation and Serving Workers detail 980 11.5% 8.805 1.37 $16.41 $17.09 $35,560 3.4%
35-2011 Cooks, Fast Food detail 540 16.9% 4.830 1.23 $13.02 $12.56 $26,120 10.0%
35-2012 Cooks, Institution and Cafeteria detail 180 9.7% 1.667 0.60 $10.62 $11.99 $24,940 5.5%
35-2014 Cooks, Restaurant detail 810 20.5% 7.288 0.91 $12.61 $12.54 $26,090 3.9%
35-2015 Cooks, Short Order detail 50 45.9% 0.480 0.54 $10.40 $10.50 $21,830 7.0%
35-2019 Cooks, All Other detail 40 4.8% 0.317 2.31 $8.80 $9.40 $19,550 4.4%
35-2021 Food Preparation Workers detail 850 17.4% 7.668 1.34 $9.67 $10.28 $21,390 2.6%
35-3011 Bartenders detail (8) (8) (8) (8) $8.94 $9.32 $19,380 4.8%
35-3023 Fast Food and Counter Workers detail 4,190 13.3% 37.787 1.52 $9.25 $9.73 $20,250 2.9%
35-3031 Waiters and Waitresses detail 2,270 12.1% 20.432 1.46 $9.29 $10.73 $22,320 7.6%
35-3041 Food Servers, Nonrestaurant detail 60 14.5% 0.524 0.29 $9.19 $10.52 $21,880 4.5%
35-9011 Dining Room and Cafeteria Attendants and Bartender Helpers detail 180 44.5% 1.622 0.60 $8.94 $9.32 $19,380 4.8%
35-9021 Dishwashers detail 310 29.4% 2.824 0.99 $9.07 $9.48 $19,720 5.5%
35-9031 Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop detail 290 31.0% 2.657 1.17 $8.85 $9.71 $20,190 5.4%
35-9099 Food Preparation and Serving Related Workers, All Other detail (8) (8) (8) (8) $10.03 $10.74 $22,340 4.9%
37-0000 Building and Grounds Cleaning and Maintenance Occupations major 3,330 7.1% 30.027 1.02 $11.56 $12.41 $25,810 2.9%
37-1011 First-Line Supervisors of Housekeeping and Janitorial Workers detail 100 19.5% 0.942 0.93 $15.76 $18.76 $39,020 5.9%
37-1012 First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers detail 140 38.0% 1.303 1.75 $17.94 $19.53 $40,610 12.3%
37-2011 Janitors and Cleaners, Except Maids and Housekeeping Cleaners detail 1,490 12.6% 13.407 0.94 $10.63 $11.44 $23,790 3.1%
37-2012 Maids and Housekeeping Cleaners detail 790 4.9% 7.127 1.25 $9.73 $10.30 $21,420 2.6%
37-2021 Pest Control Workers detail 140 44.4% 1.229 2.15 $15.56 $17.36 $36,100 8.5%
37-3011 Landscaping and Groundskeeping Workers detail 520 19.7% 4.730 0.75 $12.69 $12.77 $26,560 2.7%
37-3013 Tree Trimmers and Pruners detail (8) (8) (8) (8) $14.26 $14.42 $30,000 4.9%
39-0000 Personal Care and Service Occupations major 2,800 17.6% 25.258 1.30 $9.92 $12.42 $25,840 4.6%
39-1098 First-Line Supervisors of Personal Service and Entertainment and Recreation Workers, Except Gambling Services detail 170 18.6% 1.568 1.25 $13.60 $19.09 $39,710 14.5%
39-2021 Animal Caretakers detail 220 17.7% 1.984 1.42 $10.29 $10.87 $22,600 3.4%
39-3031 Ushers, Lobby Attendants, and Ticket Takers detail (8) (8) (8) (8) $9.80 $10.84 $22,550 4.6%
39-3091 Amusement and Recreation Attendants detail 110 15.3% 1.007 0.56 $9.14 $9.26 $19,250 3.4%
39-5012 Hairdressers, Hairstylists, and Cosmetologists detail 170 29.2% 1.571 0.72 $18.21 $20.52 $42,680 13.6%
39-5092 Manicurists and Pedicurists detail (8) (8) (8) (8) $10.90 $11.26 $23,410 7.0%
39-7010 Tour and Travel Guides broad 70 38.2% 0.611 2.24 $17.57 $17.02 $35,400 4.8%
39-9011 Childcare Workers detail 290 34.1% 2.658 0.75 $9.13 $9.52 $19,800 3.8%
39-9031 Exercise Trainers and Group Fitness Instructors detail 100 25.6% 0.940 0.53 $13.19 $14.79 $30,760 5.2%
39-9032 Recreation Workers detail 620 6.0% 5.627 2.40 $8.83 $11.54 $24,000 4.4%
39-9041 Residential Advisors detail 40 22.9% 0.389 0.53 $12.02 $12.36 $25,710 5.1%
39-9098 Crematory Operators and Personal Care and Service Workers, All Other detail 60 49.2% 0.533 1.22 $9.45 $10.54 $21,920 12.1%
41-0000 Sales and Related Occupations major 10,440 9.6% 94.142 1.00 $12.19 $16.48 $34,280 3.3%
41-1011 First-Line Supervisors of Retail Sales Workers detail 970 9.5% 8.758 1.15 $17.85 $20.89 $43,450 5.8%
41-1012 First-Line Supervisors of Non-Retail Sales Workers detail 150 15.7% 1.343 0.78 $35.21 $36.38 $75,670 4.1%
41-2011 Cashiers detail 3,040 23.7% 27.450 1.15 $10.64 $10.82 $22,500 3.2%
41-2021 Counter and Rental Clerks detail 290 17.9% 2.620 0.99 $12.78 $13.38 $27,820 4.8%
41-2022 Parts Salespersons detail 220 19.8% 1.987 1.09 $12.51 $14.66 $30,490 8.9%
41-2031 Retail Salespersons detail 2,730 9.6% 24.581 0.93 $10.97 $12.15 $25,280 2.7%
41-3011 Advertising Sales Agents detail 60 25.4% 0.554 0.70 $15.30 $23.76 $49,420 21.6%
41-3021 Insurance Sales Agents detail 300 18.0% 2.737 0.93 $17.99 $25.46 $52,950 16.2%
41-3031 Securities, Commodities, and Financial Services Sales Agents detail 320 10.7% 2.850 0.90 $21.17 $28.75 $59,790 12.9%
41-3091 Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel detail 580 13.3% 5.262 0.75 $24.39 $26.76 $55,660 6.5%
41-4012 Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products detail 660 11.6% 5.967 0.65 $24.74 $31.57 $65,660 6.3%
41-9022 Real Estate Sales Agents detail 150 35.8% 1.386 1.14 $15.26 $17.42 $36,230 6.4%
41-9099 Sales and Related Workers, All Other detail 290 40.7% 2.638 2.40 $11.81 $16.23 $33,760 3.9%
43-0000 Office and Administrative Support Occupations major 15,490 5.6% 139.697 1.05 $15.21 $16.54 $34,410 1.8%
43-1011 First-Line Supervisors of Office and Administrative Support Workers detail 1,220 10.1% 10.968 1.07 $21.91 $23.27 $48,410 1.8%
43-2011 Switchboard Operators, Including Answering Service detail 40 8.4% 0.335 0.79 $12.22 $12.60 $26,200 2.6%
43-3011 Bill and Account Collectors detail 290 17.4% 2.630 1.65 (8) (8) (8) (8)
43-3021 Billing and Posting Clerks detail 370 15.7% 3.292 1.03 $17.23 $17.78 $36,970 2.1%
43-3031 Bookkeeping, Accounting, and Auditing Clerks detail 940 10.7% 8.446 0.81 $18.77 $19.53 $40,610 2.8%
43-3051 Payroll and Timekeeping Clerks detail 130 10.9% 1.170 1.22 $18.15 $19.14 $39,820 3.5%
43-3071 Tellers detail 480 6.5% 4.371 1.44 $15.38 $15.17 $31,560 2.9%
43-4031 Court, Municipal, and License Clerks detail 180 6.2% 1.640 1.46 $15.37 $16.09 $33,470 2.3%
43-4051 Customer Service Representatives detail 3,660 21.7% 32.989 1.62 $12.45 $14.07 $29,260 2.7%
43-4061 Eligibility Interviewers, Government Programs detail 90 0.0% 0.823 0.82 $17.70 $18.59 $38,670 2.1%
43-4071 File Clerks detail 50 21.2% 0.409 0.62 $15.07 $16.92 $35,190 7.3%
43-4081 Hotel, Motel, and Resort Desk Clerks detail 320 14.9% 2.854 1.78 $9.88 $10.23 $21,290 4.2%
43-4131 Loan Interviewers and Clerks detail 140 30.9% 1.252 0.85 $17.77 $17.82 $37,060 3.5%
43-4161 Human Resources Assistants, Except Payroll and Timekeeping detail 200 5.0% 1.759 2.26 $20.14 $18.86 $39,230 6.8%
43-4171 Receptionists and Information Clerks detail 930 12.6% 8.429 1.21 $12.05 $12.58 $26,160 2.4%
43-4199 Information and Record Clerks, All Other detail 350 1.7% 3.200 2.99 $9.10 $14.23 $29,590 22.5%
43-5021 Couriers and Messengers detail 40 19.9% 0.335 0.66 $10.97 $11.20 $23,300 4.8%
43-5032 Dispatchers, Except Police, Fire, and Ambulance detail 70 19.1% 0.586 0.43 $18.65 $17.59 $36,590 5.4%
43-5051 Postal Service Clerks detail 60 0.0% 0.568 0.91 $25.09 $25.64 $53,330 2.6%
43-5052 Postal Service Mail Carriers detail 300 0.0% 2.741 1.14 $24.02 $25.16 $52,340 2.3%
43-5061 Production, Planning, and Expediting Clerks detail 170 14.0% 1.561 0.60 $18.69 $20.16 $41,940 4.9%
43-5071 Shipping, Receiving, and Inventory Clerks detail 400 13.3% 3.643 0.70 $15.38 $15.80 $32,860 2.0%
43-5111 Weighers, Measurers, Checkers, and Samplers, Recordkeeping detail 60 27.7% 0.521 1.25 $15.80 $15.70 $32,660 4.1%
43-6011 Executive Secretaries and Executive Administrative Assistants detail 140 12.8% 1.273 0.35 $26.65 $29.46 $61,280 2.9%
43-6012 Legal Secretaries and Administrative Assistants detail 140 28.6% 1.224 1.06 $18.59 $19.63 $40,820 6.0%
43-6013 Medical Secretaries and Administrative Assistants detail 540 19.0% 4.891 1.14 $16.70 $17.28 $35,940 3.6%
43-6014 Secretaries and Administrative Assistants, Except Legal, Medical, and Executive detail 1,720 7.5% 15.543 1.17 $14.82 $15.95 $33,170 2.7%
43-9021 Data Entry Keyers detail 70 27.2% 0.655 0.60 $14.45 $15.27 $31,760 3.3%
43-9051 Mail Clerks and Mail Machine Operators, Except Postal Service detail 90 2.7% 0.788 1.38 $16.74 $16.49 $34,310 2.9%
43-9061 Office Clerks, General detail 1,660 7.0% 14.983 0.75 $15.40 $15.25 $31,720 3.5%
43-9199 Office and Administrative Support Workers, All Other detail 100 9.9% 0.894 0.71 $13.74 $16.16 $33,600 7.7%
45-0000 Farming, Fishing, and Forestry Occupations major 370 17.0% 3.331 0.97 $14.63 $16.63 $34,590 4.7%
45-1011 First-Line Supervisors of Farming, Fishing, and Forestry Workers detail 50 11.3% 0.458 2.81 $18.51 $23.56 $49,010 12.7%
45-2041 Graders and Sorters, Agricultural Products detail 120 38.6% 1.077 5.23 $13.98 $14.00 $29,120 3.9%
45-2092 Farmworkers and Laborers, Crop, Nursery, and Greenhouse detail 60 22.6% 0.527 0.25 $11.01 $11.54 $24,000 5.9%
45-4022 Logging Equipment Operators detail 80 38.5% 0.757 4.12 $17.44 $18.24 $37,940 3.7%
47-0000 Construction and Extraction Occupations major 3,370 4.8% 30.383 0.71 $18.46 $20.13 $41,870 1.8%
47-1011 First-Line Supervisors of Construction Trades and Extraction Workers detail 570 10.6% 5.145 1.17 $27.48 $28.83 $59,960 3.1%
47-2031 Carpenters detail 210 29.1% 1.922 0.38 $19.13 $19.52 $40,600 5.4%
47-2051 Cement Masons and Concrete Finishers detail 50 16.3% 0.417 0.30 $14.44 $14.79 $30,770 6.5%
47-2061 Construction Laborers detail 440 10.2% 4.011 0.57 $15.48 $15.25 $31,730 3.0%
47-2071 Paving, Surfacing, and Tamping Equipment Operators detail 80 17.2% 0.705 2.20 $14.63 $14.85 $30,900 3.8%
47-2073 Operating Engineers and Other Construction Equipment Operators detail 390 7.8% 3.479 1.20 $17.30 $17.19 $35,760 2.5%
47-2111 Electricians detail 350 8.0% 3.135 0.66 $21.49 $22.08 $45,930 2.8%
47-2121 Glaziers detail 30 3.1% 0.301 0.80 $17.68 $17.55 $36,510 3.0%
47-2141 Painters, Construction and Maintenance detail 170 19.6% 1.516 0.97 $16.41 $16.28 $33,870 3.2%
47-2152 Plumbers, Pipefitters, and Steamfitters detail 260 18.7% 2.351 0.78 $22.07 $21.88 $45,500 3.9%
47-2211 Sheet Metal Workers detail 70 33.3% 0.638 0.69 $23.99 $23.65 $49,190 4.4%
47-3013 Helpers--Electricians detail 220 20.1% 2.009 3.78 $13.98 $14.17 $29,470 2.9%
47-3019 Helpers, Construction Trades, All Other detail 40 29.2% 0.369 1.84 $14.44 $14.79 $30,760 3.8%
47-4011 Construction and Building Inspectors detail 60 7.5% 0.510 0.62 $22.23 $27.93 $58,100 5.9%
47-4031 Fence Erectors detail 40 47.2% 0.328 1.69 $14.67 $15.33 $31,880 11.7%
47-4090 Miscellaneous Construction and Related Workers broad 40 14.1% 0.338 1.47 $12.86 $16.32 $33,940 11.0%
49-0000 Installation, Maintenance, and Repair Occupations major 4,980 4.6% 44.943 1.14 $19.60 $20.55 $42,750 2.0%
49-1011 First-Line Supervisors of Mechanics, Installers, and Repairers detail 470 10.2% 4.233 1.24 $28.86 $29.80 $61,980 3.5%
49-2011 Computer, Automated Teller, and Office Machine Repairers detail 90 44.5% 0.806 1.22 $18.48 $18.92 $39,350 4.7%
49-2022 Telecommunications Equipment Installers and Repairers, Except Line Installers detail (8) (8) (8) (8) $32.60 $29.45 $61,250 5.4%
49-2094 Electrical and Electronics Repairers, Commercial and Industrial Equipment detail 90 6.2% 0.827 2.08 $23.17 $23.51 $48,910 3.8%
49-2098 Security and Fire Alarm Systems Installers detail 120 13.2% 1.078 2.17 $20.40 $20.66 $42,970 4.0%
49-3011 Aircraft Mechanics and Service Technicians detail 50 22.4% 0.461 0.50 $23.23 $23.66 $49,210 3.4%
49-3021 Automotive Body and Related Repairers detail 100 8.0% 0.889 0.90 $20.38 $22.01 $45,790 6.8%
49-3023 Automotive Service Technicians and Mechanics detail 610 11.5% 5.467 1.23 $16.33 $17.21 $35,800 3.5%
49-3031 Bus and Truck Mechanics and Diesel Engine Specialists detail 140 21.6% 1.255 0.69 $21.08 $21.27 $44,230 4.0%
49-3042 Mobile Heavy Equipment Mechanics, Except Engines detail 200 7.7% 1.847 1.74 $22.93 $23.43 $48,730 2.5%
49-3053 Outdoor Power Equipment and Other Small Engine Mechanics detail (8) (8) (8) (8) $12.03 $14.47 $30,090 14.8%
49-3093 Tire Repairers and Changers detail 100 26.9% 0.919 1.30 $13.90 $13.79 $28,680 4.4%
49-9011 Mechanical Door Repairers detail 40 5.9% 0.332 2.03 (8) (8) (8) (8)
49-9021 Heating, Air Conditioning, and Refrigeration Mechanics and Installers detail 210 22.1% 1.935 0.78 $25.20 $24.04 $50,000 5.7%
49-9041 Industrial Machinery Mechanics detail 180 11.0% 1.647 0.59 $23.21 $23.67 $49,230 3.7%
49-9043 Maintenance Workers, Machinery detail 30 12.4% 0.298 0.64 $25.84 $24.26 $50,450 7.4%
49-9044 Millwrights detail 60 40.5% 0.564 1.77 $23.90 $23.44 $48,750 5.1%
49-9051 Electrical Power-Line Installers and Repairers detail 30 36.1% 0.278 0.34 $41.06 $40.04 $83,280 4.9%
49-9052 Telecommunications Line Installers and Repairers detail 40 38.8% 0.380 0.43 $21.62 $22.77 $47,360 5.8%
49-9062 Medical Equipment Repairers detail 60 36.7% 0.552 1.58 $23.79 $24.74 $51,460 8.5%
49-9071 Maintenance and Repair Workers, General detail 1,560 6.4% 14.077 1.44 $15.99 $16.97 $35,300 2.7%
49-9098 Helpers--Installation, Maintenance, and Repair Workers detail 140 32.2% 1.289 1.96 $12.44 $13.38 $27,840 6.2%
49-9099 Installation, Maintenance, and Repair Workers, All Other detail 230 19.7% 2.117 1.95 $18.43 $18.51 $38,510 4.6%
51-0000 Production Occupations major 6,450 19.6% 58.148 0.95 $16.26 $17.95 $37,330 4.0%
51-1011 First-Line Supervisors of Production and Operating Workers detail 480 14.3% 4.360 1.01 $28.39 $30.31 $63,040 4.2%
51-2028 Electrical, Electronic, and Electromechanical Assemblers, Except Coil Winders, Tapers, and Finishers detail (8) (8) (8) (8) $16.63 $15.47 $32,170 6.4%
51-3011 Bakers detail (8) (8) (8) (8) $14.72 $14.64 $30,450 3.0%
51-3021 Butchers and Meat Cutters detail 190 24.1% 1.736 1.70 $15.26 $15.06 $31,330 2.9%
51-3022 Meat, Poultry, and Fish Cutters and Trimmers detail 220 34.1% 1.975 1.86 $14.19 $14.18 $29,500 4.3%
51-4031 Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic detail (8) (8) (8) (8) $18.22 $18.10 $37,650 5.0%
51-4033 Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic detail 60 1.7% 0.548 1.10 $12.37 $12.69 $26,390 3.4%
51-4041 Machinists detail 80 7.6% 0.766 0.30 $15.49 $16.64 $34,610 4.6%
51-4051 Metal-Refining Furnace Operators and Tenders detail 30 0.0% 0.293 2.67 $14.16 $14.22 $29,580 3.6%
51-4062 Patternmakers, Metal and Plastic detail (8) (8) (8) (8) $18.84 $19.08 $39,690 5.2%
51-4072 Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic detail 190 3.1% 1.718 1.54 $17.01 $17.11 $35,590 2.6%
51-4121 Welders, Cutters, Solderers, and Brazers detail 270 31.9% 2.431 0.85 $15.36 $17.04 $35,440 3.7%
51-5112 Printing Press Operators detail 130 14.0% 1.171 1.02 $15.89 $16.44 $34,190 6.5%
51-6011 Laundry and Dry-Cleaning Workers detail 120 11.9% 1.100 0.85 $9.42 $10.14 $21,090 3.4%
51-6031 Sewing Machine Operators detail 80 36.3% 0.700 0.84 $13.46 $12.78 $26,580 11.0%
51-7011 Cabinetmakers and Bench Carpenters detail 70 27.8% 0.647 0.96 $14.55 $18.36 $38,190 20.9%
51-7041 Sawing Machine Setters, Operators, and Tenders, Wood detail 90 32.9% 0.802 2.30 $14.68 $14.72 $30,610 3.7%
51-8031 Water and Wastewater Treatment Plant and System Operators detail 130 30.1% 1.136 1.32 $20.76 $21.02 $43,730 6.2%
51-9023 Mixing and Blending Machine Setters, Operators, and Tenders detail 80 18.2% 0.727 0.87 $18.81 $21.42 $44,540 13.5%
51-9061 Inspectors, Testers, Sorters, Samplers, and Weighers detail 340 18.2% 3.098 0.78 $17.52 $20.73 $43,110 9.7%
51-9111 Packaging and Filling Machine Operators and Tenders detail 40 28.9% 0.339 0.13 $14.41 $14.93 $31,060 4.6%
51-9124 Coating, Painting, and Spraying Machine Setters, Operators, and Tenders detail 70 34.0% 0.628 0.63 $18.75 $18.75 $39,000 3.4%
51-9195 Molders, Shapers, and Casters, Except Metal and Plastic detail 40 41.9% 0.402 1.34 $10.98 $12.09 $25,140 7.9%
51-9198 Helpers--Production Workers detail 190 44.7% 1.704 0.99 $14.33 $14.56 $30,290 3.3%
51-9199 Production Workers, All Other detail 60 12.7% 0.575 0.41 $15.68 $16.21 $33,710 4.5%
53-0000 Transportation and Material Moving Occupations major 8,000 7.0% 72.129 0.82 $13.90 $15.96 $33,200 4.0%
53-1047 First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors detail 350 13.9% 3.154 0.92 $22.09 $23.88 $49,670 3.5%
53-3031 Driver/Sales Workers detail (8) (8) (8) (8) $9.42 $12.09 $25,150 20.9%
53-3032 Heavy and Tractor-Trailer Truck Drivers detail 1,040 16.7% 9.396 0.73 $19.97 $20.36 $42,360 3.5%
53-3033 Light Truck Drivers detail 720 13.3% 6.510 0.97 $15.31 $17.78 $36,990 7.2%
53-3058 Passenger Vehicle Drivers, Except Bus Drivers, Transit and Intercity detail 450 9.8% 4.088 0.95 $8.90 $9.14 $19,020 3.5%
53-6098 Aircraft Service Attendants and Transportation Workers, All Other detail (8) (8) (8) (8) $21.34 $19.20 $39,930 7.4%
53-7051 Industrial Truck and Tractor Operators detail 440 28.6% 3.969 0.86 $14.06 $14.64 $30,450 2.4%
53-7061 Cleaners of Vehicles and Equipment detail 180 27.6% 1.662 0.68 $10.63 $10.88 $22,630 4.0%
53-7062 Laborers and Freight, Stock, and Material Movers, Hand detail 2,160 12.9% 19.513 0.97 $13.21 $13.56 $28,200 2.4%
53-7063 Machine Feeders and Offbearers detail 30 28.0% 0.271 0.59 $13.82 $14.82 $30,820 8.7%
53-7064 Packers and Packagers, Hand detail 450 23.5% 4.082 0.95 $10.46 $10.87 $22,610 2.9%
53-7065 Stockers and Order Fillers detail 1,000 12.8% 9.050 0.57 $12.17 $13.13 $27,320 2.4%
53-7081 Refuse and Recyclable Material Collectors detail 160 3.0% 1.484 1.71 $15.26 $15.41 $32,050 2.7%


About May 2020 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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Georgia's metropolitan and nonmetropolitan area estimates:

May 2020 National Occupational Employment and Wage Estimates

May 2020 State Occupational Employment and Wage Estimates

May 2020 Metropolitan and Nonmetropolitan Area Occupational Employment and Wage Estimates

May 2020 National Industry-Specific Occupational Employment and Wage Estimates

May 2020 Occupation Profiles

Technical notes

 

Last Modified Date: March 31, 2021