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Employment Projections

Percentile rank of detailed occupations by skill

Other available formats: (XLSX)

Table 6.5 Percentile rank of detailed occupations by skills category, 2024
2024 National Employment Matrix title 2024 National Employment Matrix code Adaptability Computers and information technology Creativity and innovation Critical and analytical thinking Customer service Detail oriented Fine motor Interpersonal Leadership Mathematics Mechanical Physical strength and stamina Problem solving and decision making Project management Science Speaking and listening Writing and reading

Chief executives

11-1011 89 78 94 99 94 59 15 86 100 90 32 17 100 100 54 97 95

General and operations managers

11-1021 80 58 77 78 79 41 15 78 97 72 38 32 95 99 46 72 76

Legislators[1]

11-1031 89 78 94 99 94 59 15 86 100 90 32 17 100 100 54 97 95

Advertising and promotions managers

11-2011 70 70 95 71 78 23 13 65 58 74 14 12 77 88 21 93 66

Marketing managers

11-2021 68 66 93 85 77 22 14 69 92 83 7 13 91 93 17 89 66

Sales managers

11-2022 88 56 91 83 95 1 11 77 98 80 23 15 78 98 31 87 72

Public relations managers[1]

11-2032 75 53 90 68 84 52 4 72 82 13 3 10 76 85 12 98 85

Fundraising managers[1]

11-2033 65 68 83 70 87 13 11 82 80 70 18 11 67 91 7 92 80

Administrative services managers

11-3012 73 66 66 69 70 41 24 72 91 57 47 35 58 99 23 65 71

Facilities managers

11-3013 84 60 78 65 71 27 39 74 94 62 76 48 84 97 75 62 63

Computer and information systems managers

11-3021 65 97 73 95 52 72 35 58 95 81 40 17 93 97 25 58 74

Financial managers

11-3031 66 72 50 74 65 65 22 77 97 94 16 11 88 90 3 83 73

Industrial production managers

11-3051 73 59 66 86 44 68 38 63 95 88 70 43 94 97 55 72 63

Purchasing managers

11-3061 85 85 77 83 68 42 0 73 98 88 21 14 78 98 23 84 71

Transportation, storage, and distribution managers

11-3071 75 60 72 75 72 33 25 60 94 73 43 26 89 97 32 62 70

Compensation and benefits managers

11-3111 72 64 56 75 45 33 5 67 84 85 1 6 81 92 1 76 82

Human resources managers

11-3121 97 57 72 83 69 50 22 85 99 68 7 12 97 94 16 90 90

Training and development managers

11-3131 78 79 89 81 36 1 12 81 100 49 1 12 62 99 7 89 83

Farmers, ranchers, and other agricultural managers

11-9013 44 36 77 72 45 21 50 52 89 81 78 62 79 98 89 55 59

Construction managers

11-9021 68 72 51 80 67 61 16 57 97 89 43 37 92 100 69 69 64

Education and childcare administrators, preschool and daycare

11-9031 87 51 88 60 88 75 23 90 98 69 23 39 92 98 52 76 72

Education administrators, kindergarten through secondary

11-9032 87 62 95 94 96 28 16 95 100 84 22 37 99 99 38 97 97

Education administrators, postsecondary

11-9033 86 52 92 78 64 36 1 79 94 69 2 12 97 96 25 91 90

Education administrators, all other[1]

11-9039 87 55 93 84 85 38 12 89 99 76 16 32 97 99 36 94 92

Architectural and engineering managers

11-9041 78 83 93 82 60 34 27 50 96 96 42 14 92 92 81 83 82

Food service managers

11-9051 61 40 38 54 95 32 52 76 88 80 49 60 55 91 48 61 47

Gambling managers

11-9071 72 64 48 73 96 80 22 74 93 91 34 39 92 91 25 73 56

Entertainment and recreation managers, except gambling[1]

11-9072 82 42 94 50 73 34 21 91 87 36 45 64 44 94 27 81 47

Lodging managers

11-9081 96 77 85 65 97 47 27 92 98 89 48 42 95 95 29 95 70

Medical and health services managers

11-9111 97 92 76 98 83 32 16 86 100 72 25 24 87 100 69 86 87

Natural sciences managers

11-9121 84 91 76 95 35 61 23 56 97 88 47 31 80 98 95 78 89

Postmasters and mail superintendents

11-9131 78 80 59 72 94 30 16 76 98 73 39 38 72 96 25 90 67

Property, real estate, and community association managers

11-9141 71 61 43 54 88 30 7 65 93 84 32 20 54 96 36 71 66

Social and community service managers

11-9151 98 73 88 81 84 39 27 92 95 69 24 25 94 89 47 86 70

Emergency management directors

11-9161 91 82 79 90 77 16 19 91 97 64 44 33 87 97 71 94 84

Funeral home managers

11-9171 81 75 69 40 97 82 31 95 95 60 49 44 88 96 77 79 64

Personal service managers, all other[1]

11-9179 81 75 69 40 97 82 31 95 95 60 49 44 88 96 77 79 64

Managers, all other[1]

11-9199 76 55 75 77 73 37 24 74 96 82 45 36 87 98 70 77 69

Agents and business managers of artists, performers, and athletes

13-1011 43 42 96 46 66 42 5 64 24 38 1 5 61 52 9 85 63

Buyers and purchasing agents

13-1020 72 62 61 72 67 62 7 55 73 89 21 21 89 97 29 68 63

Claims adjusters, examiners, and investigators

13-1031 83 94 43 74 93 57 29 70 19 83 20 18 94 68 41 65 82

Insurance appraisers, auto damage

13-1032 37 86 22 43 96 40 33 56 11 56 56 36 78 75 17 51 61

Compliance officers

13-1041 41 59 41 60 89 69 25 59 23 28 37 40 45 43 22 61 76

Cost estimators

13-1051 37 79 51 86 18 21 3 15 50 98 13 4 59 93 60 56 71

Human resources specialists

13-1071 81 76 53 56 67 51 25 82 76 24 2 19 61 75 4 86 74

Farm labor contractors

13-1074 2 22 2 8 32 12 29 42 58 41 45 45 35 31 25 40 13

Labor relations specialists

13-1075 52 41 61 65 53 20 0 70 60 49 8 10 75 61 7 83 81

Logisticians

13-1081 64 83 71 90 65 24 10 59 89 86 24 16 75 97 40 73 67

Project management specialists[1]

13-1082 93 96 73 90 74 29 5 77 99 76 26 11 77 100 52 84 90

Management analysts

13-1111 88 85 84 98 69 46 6 75 88 83 17 13 94 88 37 87 94

Meeting, convention, and event planners

13-1121 93 63 94 72 95 23 32 85 92 61 50 45 93 99 33 82 77

Fundraisers

13-1131 65 68 83 70 87 13 11 82 80 70 18 11 67 91 7 92 80

Compensation, benefits, and job analysis specialists

13-1141 45 58 42 77 42 59 20 51 31 86 9 8 57 46 35 63 62

Training and development specialists

13-1151 87 54 84 79 59 1 8 79 89 39 16 16 56 83 24 96 85

Market research analysts and marketing specialists

13-1161 53 87 83 97 62 46 4 27 56 92 5 1 77 80 28 78 94

Business operations specialists, all other[1]

13-1199 76 82 72 82 69 39 14 67 79 71 19 19 78 90 30 81 82

Accountants and auditors

13-2011 50 85 38 70 46 68 6 50 78 93 10 13 71 85 5 53 69

Property appraisers and assessors[1]

13-2020 29 71 22 62 56 23 20 29 8 77 31 26 55 54 10 51 65

Budget analysts

13-2031 55 80 36 79 37 70 29 17 17 98 7 14 87 85 6 48 58

Credit analysts

13-2041 49 59 12 88 12 54 12 6 12 96 2 1 37 22 8 48 61

Financial and investment analysts[1]

13-2051 56 70 46 89 63 70 2 82 34 96 0 0 89 81 5 71 86

Personal financial advisors

13-2052 56 70 46 89 63 70 2 82 34 96 0 0 89 81 5 71 86

Insurance underwriters

13-2053 45 58 26 73 67 52 23 25 11 69 3 2 76 35 23 42 68

Financial risk specialists[1]

13-2054 50 90 72 88 6 61 15 1 30 99 2 3 73 54 18 54 78

Financial examiners

13-2061 57 57 15 98 19 25 1 44 83 91 6 2 78 36 3 71 87

Credit counselors

13-2071 89 72 49 67 73 41 30 75 17 88 3 5 82 17 1 68 66

Loan officers

13-2072 48 58 21 65 90 48 29 55 35 91 9 9 86 50 3 70 69

Tax examiners and collectors, and revenue agents

13-2081 60 68 27 68 86 75 28 55 33 91 12 12 53 36 9 59 68

Tax preparers

13-2082 72 84 22 58 54 76 32 48 17 88 12 6 45 41 3 38 58

Financial specialists, all other[1]

13-2099 52 78 36 75 54 64 11 57 57 93 7 8 76 75 6 57 71

Computer systems analysts

15-1211 28 99 57 93 16 46 39 42 31 78 61 20 77 57 31 63 65

Information security analysts

15-1212 60 97 62 87 30 67 32 25 33 47 43 19 52 35 24 55 75

Computer and information research scientists

15-1221 41 100 91 99 25 16 37 28 37 93 45 7 83 78 81 59 73

Computer network support specialists

15-1231 78 97 55 73 27 73 41 48 22 32 69 30 54 49 19 50 50

Computer user support specialists

15-1232 76 98 66 65 30 65 61 57 51 32 73 34 67 42 29 73 75

Computer network architects

15-1241 46 100 56 93 26 66 34 11 45 72 65 25 75 85 41 56 75

Database administrators

15-1242 38 99 58 84 11 74 23 43 27 85 34 13 77 56 34 41 59

Database architects

15-1243 34 98 71 96 12 61 28 20 53 87 24 3 74 46 21 46 58

Network and computer systems administrators

15-1244 57 100 70 89 18 41 46 38 18 77 81 25 69 86 41 42 61

Computer programmers

15-1251 57 100 85 92 14 56 31 26 35 87 26 8 34 34 53 45 57

Software developers[1]

15-1252 56 99 69 97 42 69 29 20 56 76 60 23 84 74 60 54 79

Software quality assurance analysts and testers

15-1253 64 100 68 92 10 65 29 24 47 63 34 5 43 41 45 52 72

Web developers

15-1254 51 99 91 81 20 56 43 7 25 73 27 6 59 53 21 46 51

Web and digital interface designers[1]

15-1255 51 99 91 81 20 56 43 7 25 73 27 6 59 53 21 46 51

Computer occupations, all other[1]

15-1299 55 99 68 90 29 61 38 33 43 66 60 24 72 63 45 56 70

Actuaries

15-2011 32 89 48 100 4 53 5 5 54 99 1 1 90 51 17 59 83

Mathematicians

15-2021 41 82 90 98 1 54 6 0 30 100 5 0 60 10 83 44 76

Operations research analysts

15-2031 57 94 87 100 12 36 1 13 39 99 14 2 81 69 63 58 90

Statisticians

15-2041 55 98 69 96 9 46 12 8 39 100 4 1 64 28 78 63 93

Data scientists[1]

15-2051 55 98 69 96 9 46 12 8 39 100 4 1 64 28 78 63 93

Mathematical science occupations, all other[1]

15-2099 54 97 74 99 9 44 8 9 40 100 7 2 69 40 73 61 92

Architects, except landscape and naval

17-1011 71 95 98 97 60 63 30 61 90 91 35 20 68 95 79 69 81

Landscape architects

17-1012 62 76 98 88 65 38 28 58 83 79 36 17 68 94 85 77 72

Cartographers and photogrammetrists

17-1021 26 95 70 58 40 60 55 16 31 75 41 21 45 44 33 39 67

Surveyors

17-1022 46 92 47 77 59 90 64 26 85 99 63 57 58 86 66 51 76

Aerospace engineers

17-2011 57 96 84 99 21 43 11 12 48 97 44 8 73 53 88 56 85

Agricultural engineers

17-2021 50 97 86 97 33 49 25 18 59 96 67 35 77 90 99 68 84

Bioengineers and biomedical engineers

17-2031 56 98 90 99 11 47 34 23 68 97 69 20 67 82 98 64 83

Chemical engineers

17-2041 41 95 87 100 18 86 20 9 70 99 52 9 90 86 100 47 65

Civil engineers

17-2051 42 66 61 96 48 67 19 16 81 98 30 18 78 96 88 62 67

Computer hardware engineers

17-2061 45 98 87 97 8 46 32 4 52 92 59 9 63 65 81 58 76

Electrical engineers

17-2071 69 98 78 92 27 73 33 31 70 93 59 24 91 95 83 60 87

Electronics engineers, except computer

17-2072 31 97 79 98 2 39 43 10 25 95 81 25 63 71 82 50 72

Environmental engineers

17-2081 41 77 73 88 59 54 10 36 80 92 42 19 70 90 98 70 85

Health and safety engineers, except mining safety engineers and inspectors

17-2111 66 65 71 80 53 76 18 59 79 65 49 37 89 73 90 69 76

Industrial engineers

17-2112 66 81 82 85 43 80 25 29 47 91 56 30 77 69 79 65 75

Marine engineers and naval architects

17-2121 35 71 72 88 23 77 36 21 54 95 54 29 72 71 88 67 78

Materials engineers

17-2131 46 80 89 94 35 42 40 31 84 96 59 23 56 87 97 61 77

Mechanical engineers

17-2141 70 95 86 91 23 48 25 31 61 97 71 23 85 71 89 57 69

Mining and geological engineers, including mining safety engineers

17-2151 49 94 68 98 24 61 18 31 81 97 40 22 93 93 87 64 88

Nuclear engineers

17-2161 70 86 64 99 14 89 17 19 69 98 58 13 74 66 99 56 88

Petroleum engineers

17-2171 50 82 77 94 21 31 19 48 63 92 41 11 92 94 90 62 81

Engineers, all other[1]

17-2199 56 90 79 92 32 63 24 24 65 96 56 23 80 87 87 60 74

Architectural and civil drafters

17-3011 52 94 82 65 22 70 46 13 29 89 33 27 36 35 69 36 55

Electrical and electronics drafters

17-3012 34 95 56 57 18 56 38 23 14 77 46 22 42 48 67 42 59

Mechanical drafters

17-3013 42 92 79 59 12 76 44 13 10 94 48 18 38 29 77 32 42

Drafters, all other[1]

17-3019 48 93 79 63 19 70 44 14 21 90 38 24 37 36 71 36 52

Aerospace engineering and operations technologists and technicians

17-3021 52 88 50 83 31 93 67 20 23 87 85 42 79 75 83 41 60

Civil engineering technologists and technicians

17-3022 45 78 63 72 47 26 32 41 23 97 43 26 42 61 85 48 63

Electrical and electronic engineering technologists and technicians

17-3023 47 92 62 73 29 69 53 32 43 68 85 42 60 71 71 41 58

Electro-mechanical and mechatronics technologists and technicians

17-3024 40 90 58 72 29 90 94 23 45 74 97 54 54 42 72 22 43

Environmental engineering technologists and technicians

17-3025 37 57 31 75 41 37 51 21 26 84 71 46 41 48 92 47 53

Industrial engineering technologists and technicians

17-3026 46 62 75 86 25 66 44 27 41 87 70 39 84 53 87 42 53

Mechanical engineering technologists and technicians

17-3027 28 69 60 76 30 85 61 26 56 92 84 53 66 56 81 52 68

Calibration technologists and technicians[1]

17-3028 52 88 50 83 31 93 67 20 23 87 85 42 79 75 83 41 60

Engineering technologists and technicians, except drafters, all other[1]

17-3029 43 81 64 77 33 66 49 30 37 89 75 40 63 61 82 43 58

Surveying and mapping technicians

17-3031 15 95 30 56 18 56 54 8 25 81 48 51 39 30 56 29 56

Animal scientists

19-1011 58 86 84 97 52 51 22 38 81 93 41 34 91 81 98 83 91

Food scientists and technologists

19-1012 47 64 85 87 16 47 32 29 70 88 47 35 65 75 98 64 82

Soil and plant scientists

19-1013 61 94 87 96 42 25 34 29 76 90 50 43 67 85 99 81 85

Biochemists and biophysicists

19-1021 93 96 96 99 4 84 48 19 83 98 63 27 90 83 100 69 99

Microbiologists

19-1022 68 90 67 90 24 94 54 35 65 77 55 34 59 92 99 65 92

Zoologists and wildlife biologists

19-1023 61 72 73 79 61 47 36 50 78 81 48 43 84 90 92 76 81

Biological scientists, all other[1]

19-1029 78 92 86 95 20 83 47 33 77 93 57 33 82 88 100 70 96

Conservation scientists

19-1031 31 86 60 74 52 11 39 50 69 90 51 53 44 88 96 65 73

Foresters

19-1032 30 62 51 85 58 30 35 53 68 73 64 59 94 98 85 66 75

Epidemiologists

19-1041 52 86 88 100 38 49 8 57 83 97 5 5 94 79 90 93 99

Medical scientists, except epidemiologists

19-1042 77 76 89 96 3 75 45 54 65 90 38 18 84 61 97 75 87

Life scientists, all other[1]

19-1099 71 84 85 94 17 67 42 45 73 92 48 31 80 81 98 73 89

Astronomers

19-2011 45 97 91 97 2 36 9 24 51 99 34 8 43 63 96 77 91

Physicists

19-2012 37 99 94 98 7 16 9 11 43 100 36 4 61 73 97 87 90

Atmospheric and space scientists

19-2021 65 91 70 94 31 17 8 22 61 95 19 9 60 42 94 89 89

Chemists

19-2031 54 84 57 88 18 77 45 21 66 96 68 37 63 77 97 46 79

Materials scientists

19-2032 36 85 82 94 15 42 25 7 56 94 50 14 54 68 99 55 83

Environmental scientists and specialists, including health

19-2041 63 85 35 88 55 19 11 40 52 82 35 31 51 68 95 76 88

Geoscientists, except hydrologists and geographers

19-2042 51 87 77 95 25 18 26 19 67 94 44 38 65 60 97 75 89

Hydrologists

19-2043 34 93 74 91 22 24 30 14 61 97 58 41 47 66 97 62 81

Physical scientists, all other[1]

19-2099 54 89 61 90 31 38 23 25 59 94 51 32 57 71 96 64 85

Economists

19-3011 47 89 76 97 14 19 1 6 50 98 1 0 80 28 27 84 94

Survey researchers

19-3022 47 94 69 93 36 39 13 28 73 98 5 0 47 82 32 83 94

Industrial-organizational psychologists

19-3032 79 92 79 100 44 48 1 70 93 95 0 1 96 80 58 93 100

Clinical and counseling psychologists

19-3033 99 49 64 78 63 42 1 99 40 25 1 5 91 31 57 88 99

School psychologists

19-3034 87 44 57 76 44 22 9 90 40 74 5 8 73 6 41 85 88

Psychologists, all other[1]

19-3039 95 48 62 79 54 33 3 95 44 53 2 6 87 18 50 87 97

Sociologists

19-3041 75 82 90 95 31 7 2 65 68 69 2 4 47 51 48 92 97

Urban and regional planners

19-3051 77 55 78 96 76 3 12 69 80 72 6 7 72 91 55 94 89

Anthropologists and archeologists

19-3091 82 72 85 82 25 29 20 61 58 60 18 32 34 68 72 96 99

Geographers

19-3092 42 90 77 92 27 7 6 33 34 74 18 17 41 39 84 80 94

Historians

19-3093 43 50 93 61 60 9 20 56 28 5 17 27 48 48 60 80 100

Political scientists

19-3094 65 60 80 91 16 11 0 34 35 66 4 1 54 41 39 97 99

Social scientists and related workers, all other[1]

19-3099 88 52 69 84 52 22 5 85 53 62 4 7 81 35 51 89 97

Agricultural technicians

19-4012 23 40 37 39 17 27 68 27 25 74 76 66 17 65 92 33 45

Food science technicians

19-4013 33 62 15 48 7 72 59 15 82 70 52 41 46 37 89 38 57

Biological technicians

19-4021 58 85 52 75 1 65 58 12 7 79 57 43 19 55 94 48 62

Chemical technicians

19-4031 26 76 45 75 10 92 68 10 26 83 76 51 46 65 89 41 71

Environmental science and protection technicians, including health

19-4042 36 77 26 71 57 40 46 24 39 84 62 45 35 69 93 66 75

Geological technicians, except hydrologic technicians

19-4043 14 77 34 49 13 59 51 3 14 73 67 43 24 45 86 31 57

Hydrologic technicians[1]

19-4044 34 93 74 91 22 24 30 14 61 97 58 41 47 66 97 62 81

Nuclear technicians

19-4051 66 73 12 58 3 97 72 16 38 67 86 57 51 23 92 51 53

Social science research assistants

19-4061 54 95 45 67 16 19 15 17 19 80 15 5 15 38 70 45 78

Forest and conservation technicians

19-4071 49 52 52 59 62 55 61 64 81 66 75 85 67 84 87 52 48

Forensic science technicians

19-4092 40 69 14 67 62 91 53 33 29 55 54 54 83 14 90 79 89

Life, physical, and social science technicians, all other[1]

19-4099 42 76 40 66 19 63 52 21 28 76 61 45 35 55 89 48 65

Occupational health and safety specialists

19-5011 71 82 54 93 57 58 30 73 82 87 56 41 90 78 94 82 84

Occupational health and safety technicians

19-5012 65 78 53 74 54 65 34 64 82 71 52 45 64 77 90 72 73

Educational, guidance, and career counselors and advisors

21-1012 82 65 67 62 88 33 4 97 58 29 6 15 84 47 19 83 80

Marriage and family therapists

21-1013 94 66 81 77 76 6 1 99 22 5 4 15 96 13 42 85 80

Rehabilitation counselors

21-1015 62 81 71 70 80 11 9 92 82 26 16 28 73 65 35 81 70

Substance abuse, behavioral disorder, and mental health counselors

21-1018 86 64 77 76 77 15 8 100 66 19 19 31 51 62 54 93 81

Counselors, all other[1]

21-1019 83 66 73 70 82 19 6 99 62 23 12 26 68 52 40 89 79

Child, family, and school social workers

21-1021 70 75 76 66 100 52 18 97 76 12 22 35 90 45 52 96 85

Healthcare social workers

21-1022 97 58 64 70 86 8 9 100 73 6 15 34 83 58 61 83 80

Mental health and substance abuse social workers

21-1023 88 70 80 76 78 22 2 99 71 15 15 30 70 77 49 88 86

Social workers, all other[1]

21-1029 81 69 74 69 97 31 14 99 74 10 20 34 87 55 55 91 83

Health education specialists

21-1091 91 71 84 81 92 21 19 86 84 46 27 33 68 94 77 94 91

Probation officers and correctional treatment specialists

21-1092 82 73 42 62 93 72 27 79 55 7 33 41 81 73 21 73 72

Social and human service assistants

21-1093 72 73 66 54 89 29 15 91 60 9 20 40 45 55 22 74 67

Community health workers

21-1094 91 74 83 62 91 15 48 97 87 34 36 44 58 92 52 87 85

Community and social service specialists, all other[1]

21-1099 81 69 72 66 89 26 12 97 68 17 19 32 70 58 44 87 78

Clergy

21-2011 77 39 96 58 71 23 3 98 92 8 20 14 82 86 20 100 70

Directors, religious activities and education

21-2021 93 43 87 63 56 0 1 97 87 42 23 27 61 96 16 88 67

Religious workers, all other[1]

21-2099 83 41 94 60 66 7 3 98 91 21 22 20 74 90 19 99 69

Lawyers

23-1011 80 61 74 90 78 90 4 73 73 33 9 4 96 74 9 98 100

Judicial law clerks

23-1012 31 43 28 74 17 74 19 7 0 18 3 3 56 1 2 73 98

Administrative law judges, adjudicators, and hearing officers

23-1021 93 46 34 82 87 56 23 56 5 31 12 3 97 27 23 79 94

Arbitrators, mediators, and conciliators

23-1022 84 40 64 79 37 56 3 44 3 22 12 2 86 12 17 77 97

Judges, magistrate judges, and magistrates

23-1023 99 48 41 96 94 91 3 62 46 13 8 2 99 39 28 99 94

Paralegals and legal assistants

23-2011 61 93 10 44 30 72 26 39 7 19 8 3 30 12 26 55 72

Title examiners, abstractors, and searchers

23-2093 34 79 5 55 37 81 24 15 10 27 11 19 60 22 4 44 74

Legal support workers, all other[1]

23-2099 57 91 10 45 32 74 25 36 7 20 8 5 34 12 22 53 73

Business teachers, postsecondary

25-1011 88 64 76 80 45 5 7 58 69 89 8 11 61 38 33 97 90

Computer science teachers, postsecondary

25-1021 86 98 91 85 44 9 12 67 88 88 29 10 86 63 71 91 85

Mathematical science teachers, postsecondary

25-1022 52 61 72 76 34 5 11 56 53 99 10 11 49 15 67 88 80

Architecture teachers, postsecondary

25-1031 88 83 98 87 37 7 17 70 89 75 29 16 66 86 74 98 89

Engineering teachers, postsecondary

25-1032 87 90 93 91 19 15 10 51 89 97 40 10 63 78 94 95 82

Agricultural sciences teachers, postsecondary

25-1041 95 69 89 78 43 19 27 78 96 79 42 37 82 87 94 99 92

Biological science teachers, postsecondary

25-1042 92 89 90 87 35 29 16 51 86 87 31 15 90 76 100 99 94

Forestry and conservation science teachers, postsecondary

25-1043 99 92 82 81 39 19 19 57 92 91 34 32 83 67 90 96 99

Atmospheric, earth, marine, and space sciences teachers, postsecondary

25-1051 72 84 81 87 43 10 14 54 78 95 28 22 65 62 99 98 88

Chemistry teachers, postsecondary

25-1052 73 76 80 89 27 62 6 48 85 92 33 13 69 54 99 93 92

Environmental science teachers, postsecondary

25-1053 77 70 87 87 27 22 9 59 86 85 33 16 55 74 99 94 91

Physics teachers, postsecondary

25-1054 73 90 78 86 40 7 21 59 75 98 56 15 72 74 96 91 93

Anthropology and archeology teachers, postsecondary

25-1061 98 84 92 85 38 27 19 73 89 56 13 19 79 67 87 98 98

Area, ethnic, and cultural studies teachers, postsecondary

25-1062 79 71 95 79 41 10 2 69 81 8 2 8 67 82 33 96 91

Economics teachers, postsecondary

25-1063 44 54 77 85 28 8 9 33 35 94 10 5 48 33 25 89 88

Geography teachers, postsecondary

25-1064 60 84 86 83 29 8 1 54 69 57 14 12 47 51 81 92 97

Political science teachers, postsecondary

25-1065 91 47 85 83 40 6 0 45 54 26 0 3 66 48 27 92 89

Psychology teachers, postsecondary

25-1066 95 82 83 84 42 6 6 84 90 75 8 9 81 68 83 95 98

Sociology teachers, postsecondary

25-1067 85 84 85 89 28 7 6 63 42 41 1 6 52 48 49 97 94

Social sciences teachers, postsecondary, all other[1]

25-1069 86 69 86 84 38 8 5 69 75 59 6 7 67 58 66 94 95

Health specialties teachers, postsecondary

25-1071 86 77 82 77 51 28 20 75 84 71 46 33 86 58 93 95 91

Nursing instructors and teachers, postsecondary

25-1072 98 92 81 82 78 87 38 91 96 85 28 45 89 84 88 94 91

Education teachers, postsecondary

25-1081 58 58 80 82 43 24 23 62 85 41 4 7 85 74 35 100 90

Library science teachers, postsecondary

25-1082 92 93 85 83 48 3 8 61 80 38 11 6 70 38 25 93 98

Criminal justice and law enforcement teachers, postsecondary

25-1111 92 87 76 78 58 10 4 61 51 17 11 14 72 43 51 94 87

Law teachers, postsecondary

25-1112 84 56 81 82 26 25 7 55 62 19 3 4 73 26 15 99 98

Social work teachers, postsecondary

25-1113 98 91 83 89 51 10 3 82 78 43 6 13 65 73 46 98 93

Art, drama, and music teachers, postsecondary

25-1121 82 52 100 64 47 4 27 78 91 17 34 33 50 79 51 98 86

Communications teachers, postsecondary

25-1122 95 92 97 71 50 18 7 76 77 23 10 10 74 51 18 100 87

English language and literature teachers, postsecondary

25-1123 84 66 95 73 39 4 3 79 81 7 9 7 53 47 41 99 100

Foreign language and literature teachers, postsecondary

25-1124 83 48 94 64 12 2 4 57 30 5 3 5 44 13 10 95 84

History teachers, postsecondary

25-1125 90 65 95 89 21 25 1 66 43 23 1 6 65 46 33 97 98

Philosophy and religion teachers, postsecondary

25-1126 47 55 82 81 31 14 2 64 71 9 3 4 72 39 24 91 97

Family and consumer sciences teachers, postsecondary

25-1192 83 58 75 67 42 8 14 68 77 58 13 18 65 57 59 86 77

Recreation and fitness studies teachers, postsecondary

25-1193 75 58 83 80 60 20 3 75 90 46 21 31 82 77 87 92 87

Career/technical education teachers, postsecondary

25-1194 91 49 74 63 58 36 49 74 88 49 69 44 45 84 83 88 73

Postsecondary teachers, all other[1]

25-1199 85 71 89 79 45 17 18 71 82 63 30 27 69 62 80 96 91

Preschool teachers, except special education

25-2011 67 13 93 35 47 18 24 90 63 21 14 58 27 37 27 71 43

Kindergarten teachers, except special education

25-2012 90 46 96 54 61 14 24 91 83 65 13 52 68 47 48 87 63

Elementary school teachers, except special education

25-2021 96 61 94 68 81 8 17 93 92 83 10 42 64 35 48 98 71

Middle school teachers, except special and career/technical education

25-2022 95 57 92 57 48 3 17 94 94 79 12 28 74 71 68 92 81

Career/technical education teachers, middle school

25-2023 89 75 90 73 64 28 34 82 88 54 46 41 71 77 67 90 76

Secondary school teachers, except special and career/technical education

25-2031 94 67 96 68 64 16 11 84 78 69 21 25 74 76 72 96 76

Career/technical education teachers, secondary school

25-2032 95 73 88 60 79 22 42 86 94 72 56 44 81 90 62 97 79

Special education teachers, preschool

25-2051 93 67 74 66 39 11 27 93 77 30 14 52 58 29 43 70 73

Special education teachers, kindergarten and elementary school[1]

25-2052 90 83 87 64 72 31 10 94 90 81 17 38 68 83 73 91 83

Special education teachers, middle school

25-2057 100 67 92 69 76 50 8 96 90 70 10 32 78 31 63 90 82

Special education teachers, secondary school

25-2058 90 83 87 64 72 31 10 94 90 81 17 38 68 83 73 91 83

Special education teachers, all other[1]

25-2059 93 79 88 65 72 32 11 95 90 75 15 37 69 74 70 90 83

Adult basic education, adult secondary education, and english as a second language instructors

25-3011 61 41 83 43 41 9 7 73 56 61 11 17 47 11 31 81 77

Self-enrichment teachers

25-3021 69 35 88 35 42 5 27 75 76 15 23 36 40 13 32 56 50

Substitute teachers, short-term[1]

25-3031 76 47 78 52 61 2 13 90 65 75 8 3 32 18 81 79 84

Tutors

25-3041 76 47 78 52 61 2 13 90 65 75 8 3 32 18 81 79 84

Teachers and instructors, all other[1]

25-3099 74 42 82 45 53 4 18 84 70 57 13 23 35 15 69 70 69

Archivists

25-4011 33 94 67 61 53 41 26 37 59 23 25 39 33 84 43 54 84

Curators

25-4012 54 67 98 79 55 35 22 47 75 55 27 38 72 95 44 83 81

Museum technicians and conservators

25-4013 25 37 96 42 21 68 62 18 21 30 54 54 46 33 80 54 50

Librarians and media collections specialists

25-4022 74 91 78 47 75 9 33 76 56 26 20 35 31 89 20 85 77

Library technicians

25-4031 51 61 40 17 62 13 44 63 8 19 26 48 16 48 16 39 40

Farm and home management educators

25-9021 74 64 80 80 76 6 27 75 83 72 42 36 79 95 87 95 86

Instructional coordinators

25-9031 82 78 92 77 56 3 6 84 94 82 14 19 70 93 31 96 93

Teaching assistants, postsecondary

25-9044 47 73 81 38 17 15 16 68 47 48 20 16 15 21 70 78 67

Teaching assistants, except postsecondary[1]

25-9045 76 39 87 29 51 4 29 89 27 62 20 60 42 73 64 51 60

Educational instruction and library workers, all other[1]

25-9099 74 43 86 38 48 5 23 87 40 63 19 46 43 73 62 59 64

Art directors

27-1011 72 71 100 72 26 13 40 58 64 29 16 7 66 71 12 82 63

Craft artists

27-1012 7 31 99 24 55 47 92 3 1 37 60 58 7 89 38 29 14

Fine artists, including painters, sculptors, and illustrators

27-1013 53 39 99 36 16 31 77 23 0 37 39 47 26 32 36 28 21

Special effects artists and animators

27-1014 58 94 97 56 38 73 56 35 49 39 34 8 55 39 13 67 58

Artists and related workers, all other[1]

27-1019 63 68 99 62 30 27 50 47 38 34 26 22 54 59 15 67 55

Commercial and industrial designers

27-1021 23 87 93 74 40 72 37 25 20 73 51 20 75 53 82 58 50

Fashion designers

27-1022 58 50 98 66 27 10 43 62 85 26 28 33 40 94 14 55 59

Floral designers

27-1023 17 33 91 35 81 5 61 46 4 31 18 59 10 77 37 47 12

Graphic designers

27-1024 73 90 100 48 43 35 40 53 48 11 25 9 36 70 15 64 55

Interior designers

27-1025 54 82 99 69 77 36 12 72 81 71 29 21 60 93 28 77 65

Merchandise displayers and window trimmers

27-1026 30 29 92 40 71 4 54 44 52 18 29 92 32 52 9 45 32

Set and exhibit designers

27-1027 70 53 100 70 21 29 51 49 56 67 41 35 48 92 53 78 60

Designers, all other[1]

27-1029 51 52 98 52 58 18 42 53 51 32 28 39 38 75 22 58 48

Actors

27-2011 42 24 99 8 50 11 8 73 10 0 7 52 9 2 10 94 43

Producers and directors

27-2012 73 79 97 74 62 50 37 69 85 40 35 29 90 93 7 97 68

Athletes and sports competitors

27-2021 66 29 52 51 62 28 52 59 74 35 54 98 49 59 56 72 33

Coaches and scouts

27-2022 79 44 86 81 59 18 22 86 94 31 32 64 86 91 53 98 64

Umpires, referees, and other sports officials

27-2023 76 24 2 27 36 21 6 46 37 27 10 64 37 1 26 50 30

Dancers

27-2031 29 3 97 3 55 26 15 49 9 2 7 100 4 1 20 30 11

Choreographers

27-2032 67 31 100 43 52 14 15 81 98 4 6 100 31 72 30 78 45

Music directors and composers

27-2041 50 48 99 53 55 34 39 64 80 15 19 42 58 87 12 74 52

Musicians and singers

27-2042 33 15 97 30 27 39 65 52 11 10 25 44 6 6 13 46 37

Disc jockeys, except radio[1]

27-2091 80 89 97 52 86 65 41 60 45 11 52 29 74 50 19 100 77

Entertainers and performers, sports and related workers, all other[1]

27-2099 64 38 95 59 52 28 34 74 74 20 28 49 53 70 27 89 54

Broadcast announcers and radio disc jockeys

27-3011 80 89 97 52 86 65 41 60 45 11 52 29 74 50 19 100 77

News analysts, reporters, and journalists

27-3023 74 58 84 48 58 69 29 54 22 19 22 26 56 29 20 93 86

Public relations specialists

27-3031 75 53 90 68 84 52 4 72 82 13 3 10 76 85 12 98 85

Editors

27-3041 61 60 88 62 53 46 33 40 59 16 14 11 57 27 11 90 100

Technical writers

27-3042 47 87 58 63 25 33 31 10 9 12 27 1 21 23 34 58 99

Writers and authors

27-3043 66 43 88 24 67 13 10 43 59 2 3 16 49 9 1 86 94

Interpreters and translators

27-3091 65 41 60 38 55 89 7 69 49 13 13 35 49 13 31 84 91

Court reporters and simultaneous captioners

27-3092 80 91 2 4 51 86 80 12 1 2 39 13 4 8 0 65 48

Media and communication workers, all other[1]

27-3099 69 53 84 56 68 48 17 58 62 9 11 17 57 44 13 92 92

Audio and video technicians

27-4011 68 87 96 58 48 41 72 41 44 32 80 43 57 81 49 52 52

Broadcast technicians

27-4012 50 96 55 55 28 50 59 23 58 50 86 44 52 68 40 44 47

Sound engineering technicians

27-4014 82 95 98 43 58 74 72 62 66 31 81 33 62 70 45 67 52

Lighting technicians[1]

27-4015 61 25 70 69 59 81 96 48 91 81 96 97 83 93 53 30 44

Photographers

27-4021 67 84 98 40 89 21 62 70 65 13 57 46 36 87 41 57 35

Camera operators, television, video, and film

27-4031 42 74 88 32 46 87 76 56 42 21 74 53 30 26 18 54 26

Film and video editors

27-4032 99 96 99 57 47 70 44 58 44 10 43 15 21 49 7 76 51

Media and communication equipment workers, all other[1]

27-4099 69 85 97 47 64 45 64 58 57 25 67 43 41 76 37 56 43

Chiropractors

29-1011 84 57 60 74 75 84 66 92 81 40 33 74 95 85 89 63 77

Dentists, general

29-1021 87 46 66 76 95 99 100 90 93 60 63 56 98 99 93 65 63

Oral and maxillofacial surgeons

29-1022 100 50 77 93 93 98 99 91 95 64 61 55 99 79 96 73 72

Orthodontists

29-1023 94 50 72 82 86 82 91 88 96 51 44 36 95 88 93 71 66

Prosthodontists

29-1024 67 69 92 87 90 95 87 87 96 27 64 56 94 89 86 60 62

Dentists, all other specialists[1]

29-1029 89 46 67 78 95 98 100 90 93 60 62 55 98 98 93 65 64

Dietitians and nutritionists

29-1031 55 81 58 86 63 21 4 92 59 85 9 16 68 87 92 81 87

Optometrists

29-1041 68 87 54 87 95 89 79 92 87 83 41 30 92 84 97 74 92

Pharmacists

29-1051 87 71 24 75 82 99 45 82 82 94 31 40 95 82 94 66 82

Physician assistants

29-1071 100 93 39 95 88 97 40 99 76 79 23 48 98 71 96 83 94

Podiatrists

29-1081 88 89 65 83 85 92 65 88 80 64 46 40 97 81 93 76 87

Occupational therapists

29-1122 96 53 90 87 64 32 43 98 73 26 29 60 90 78 83 76 84

Physical therapists

29-1123 86 51 74 80 92 60 58 98 84 47 44 80 95 61 90 71 80

Radiation therapists

29-1124 81 88 37 61 78 98 70 89 75 71 82 69 61 66 91 43 63

Recreational therapists

29-1125 87 54 96 66 82 7 35 100 83 9 33 63 43 89 59 86 68

Respiratory therapists

29-1126 97 56 46 78 75 97 67 89 70 68 69 72 81 62 91 53 58

Speech-language pathologists

29-1127 99 67 79 93 60 48 23 97 50 39 17 25 93 19 70 89 90

Exercise physiologists

29-1128 56 57 55 75 78 27 33 94 72 64 43 65 63 32 86 82 87

Therapists, all other[1]

29-1129 94 55 75 84 76 64 48 96 74 47 42 57 91 54 86 74 78

Veterinarians

29-1131 95 45 49 85 96 93 67 82 72 87 36 56 98 21 96 68 77

Registered nurses

29-1141 91 66 63 77 90 87 51 97 91 80 42 78 88 60 83 70 79

Nurse anesthetists

29-1151 100 61 61 93 91 99 69 95 90 92 71 55 96 85 100 77 79

Nurse midwives

29-1161 100 75 59 84 89 97 50 99 87 60 27 59 97 70 89 76 90

Nurse practitioners

29-1171 98 80 61 94 85 95 45 95 85 82 32 52 97 64 94 84 95

Audiologists

29-1181 90 96 58 85 98 50 60 98 77 63 64 28 93 84 88 82 94

Anesthesiologists

29-1211 92 43 48 97 57 100 68 84 77 76 55 48 99 75 98 75 87

Cardiologists[1]

29-1212 97 91 52 93 69 93 46 93 64 80 31 36 96 65 97 80 93

Dermatologists

29-1213 85 78 42 74 80 96 46 96 85 55 13 42 93 69 89 74 78

Emergency medicine physicians[1]

29-1214 99 74 25 95 84 99 46 98 37 68 5 18 98 7 94 88 98

Family medicine physicians

29-1215 99 74 25 95 84 99 46 98 37 68 5 18 98 7 94 88 98

General internal medicine physicians

29-1216 97 91 52 93 69 93 46 93 64 80 31 36 96 65 97 80 93

Neurologists

29-1217 98 86 74 96 74 98 17 97 91 83 24 21 100 87 95 84 94

Obstetricians and gynecologists

29-1218 98 79 46 92 77 92 60 96 89 65 37 51 98 78 95 80 96

Pediatricians, general

29-1221 95 55 16 86 79 87 38 100 79 59 22 30 99 23 93 95 97

Physicians, pathologists

29-1222 94 86 47 88 26 98 49 63 58 67 45 29 97 88 96 77 96

Psychiatrists

29-1223 97 55 67 94 80 75 4 100 75 54 9 26 97 31 91 86 93

Radiologists

29-1224 79 77 42 89 66 92 67 94 74 67 54 37 96 70 95 81 99

Physicians, all other[1]

29-1229 98 71 39 92 73 97 47 96 65 69 26 32 98 37 95 85 95

Ophthalmologists, except pediatric

29-1241 95 63 71 90 87 99 94 92 86 78 61 39 99 79 91 68 96

Orthopedic surgeons, except pediatric[1]

29-1242 95 63 71 90 87 99 94 92 86 78 61 39 99 79 91 68 96

Pediatric surgeons[1]

29-1243 95 63 71 90 87 99 94 92 86 78 61 39 99 79 91 68 96

Surgeons, all other[1]

29-1249 95 63 71 90 87 99 94 92 86 78 61 39 99 79 91 68 96

Acupuncturists

29-1291 64 41 65 61 70 58 56 85 33 12 44 56 71 47 75 51 48

Dental hygienists

29-1292 80 36 38 35 76 68 92 89 31 14 57 61 49 48 72 37 46

Healthcare diagnosing or treating practitioners, all other[1]

29-1299 93 63 58 80 85 91 51 96 84 71 40 61 92 62 87 73 80

Clinical laboratory technologists and technicians

29-2010 72 71 29 66 49 96 76 61 63 77 77 47 63 46 93 38 55

Cardiovascular technologists and technicians

29-2031 72 64 27 57 75 90 74 87 32 54 70 61 50 29 84 53 57

Diagnostic medical sonographers

29-2032 90 44 51 55 79 90 83 86 47 35 69 68 47 33 90 52 66

Nuclear medicine technologists

29-2033 69 77 37 52 86 93 62 87 61 88 68 51 62 57 98 50 58

Radiologic technologists and technicians

29-2034 73 79 27 43 78 81 75 88 49 33 67 71 46 18 86 52 48

Magnetic resonance imaging technologists

29-2035 63 87 44 47 77 95 63 77 61 51 66 52 50 50 90 50 58

Medical dosimetrists

29-2036 63 96 68 86 8 98 57 58 43 95 37 23 79 54 95 58 79

Emergency medical technicians[1]

29-2042 51 35 35 32 77 81 55 79 27 19 74 80 38 41 58 45 42

Paramedics[1]

29-2043 91 66 63 77 90 87 51 97 91 80 42 78 88 60 83 70 79

Dietetic technicians

29-2051 92 42 81 58 84 64 45 87 88 84 51 57 50 86 71 48 41

Pharmacy technicians

29-2052 59 72 14 44 88 93 53 72 60 86 39 55 29 59 73 59 57

Psychiatric technicians

29-2053 79 45 59 49 60 24 31 96 69 10 25 56 17 26 65 63 57

Surgical technologists

29-2055 79 28 40 36 55 97 72 79 75 58 71 71 65 78 77 36 38

Veterinary technologists and technicians

29-2056 79 44 34 62 78 86 62 76 62 73 65 80 49 69 92 47 59

Ophthalmic medical technicians

29-2057 76 54 4 22 80 82 58 81 52 57 53 41 32 9 64 38 46

Licensed practical and licensed vocational nurses

29-2061 85 46 43 64 68 79 57 92 86 66 40 83 71 60 75 62 61

Medical records specialists[1]

29-2072 19 88 0 19 28 64 56 31 3 3 10 24 16 21 23 41 74

Opticians, dispensing

29-2081 68 77 61 55 100 52 67 81 77 84 59 34 65 80 76 71 66

Orthotists and prosthetists

29-2091 71 83 77 81 81 52 66 86 68 64 70 50 88 82 91 68 83

Hearing aid specialists

29-2092 77 86 48 50 98 35 52 88 20 35 64 28 79 51 72 68 51

Health technologists and technicians, all other[1]

29-2099 71 53 30 53 71 86 60 80 63 59 54 62 49 47 80 52 57

Health information technologists and medical registrars[1]

29-9021 43 99 44 86 29 39 19 36 72 89 22 4 39 69 65 63 73

Athletic trainers

29-9091 94 52 74 63 65 83 47 94 61 16 35 70 92 64 81 75 62

Genetic counselors

29-9092 90 61 31 70 60 73 6 88 32 82 0 1 70 9 91 77 97

Surgical assistants

29-9093 90 43 56 55 73 96 99 90 71 49 59 83 41 59 85 62 56

Healthcare practitioners and technical workers, all other[1]

29-9099 75 81 57 69 53 77 45 78 67 58 35 43 59 61 78 67 65

Home health and personal care aides

31-1120 59 26 60 30 61 58 29 94 63 16 46 78 29 55 59 37 42

Nursing assistants

31-1131 67 27 49 21 66 70 38 93 61 21 41 88 15 17 58 42 38

Orderlies

31-1132 22 16 3 4 69 51 63 83 12 2 39 98 19 4 31 36 14

Psychiatric aides

31-1133 63 36 49 32 65 44 39 89 72 15 35 74 33 42 38 61 51

Occupational therapy assistants

31-2011 89 50 88 49 75 55 49 99 77 12 40 82 79 65 61 55 65

Occupational therapy aides

31-2012 64 45 48 31 73 27 34 94 78 15 53 79 37 65 63 43 48

Physical therapist assistants

31-2021 81 53 57 45 83 58 54 94 53 20 55 85 76 40 84 67 52

Physical therapist aides

31-2022 55 49 33 19 69 23 47 84 42 12 37 82 22 22 65 30 40

Massage therapists

31-9011 49 25 51 25 65 9 53 87 4 4 12 89 51 40 70 37 39

Dental assistants

31-9091 76 51 41 37 91 58 69 78 71 23 57 64 22 79 62 59 45

Medical assistants

31-9092 90 75 65 52 82 85 42 88 57 59 56 48 31 87 75 64 67

Medical equipment preparers

31-9093 71 49 40 42 72 86 73 65 47 29 76 81 44 79 81 28 44

Medical transcriptionists

31-9094 19 88 0 19 28 64 56 31 3 3 10 24 16 21 23 41 74

Pharmacy aides

31-9095 55 40 13 16 96 62 48 74 49 57 47 46 16 35 27 39 37

Veterinary assistants and laboratory animal caretakers

31-9096 50 49 19 28 85 85 55 75 46 61 57 82 35 74 84 35 46

Phlebotomists

31-9097 77 63 45 39 90 97 58 90 83 24 54 63 39 76 82 42 48

Healthcare support workers, all other[1]

31-9099 77 54 50 42 83 77 52 83 53 42 53 59 32 78 73 52 54

First-line supervisors of correctional officers

33-1011 86 87 43 72 84 55 30 83 99 33 46 81 84 84 29 85 69

First-line supervisors of police and detectives

33-1012 98 65 53 68 99 89 52 89 97 40 58 59 94 91 43 78 78

First-line supervisors of firefighting and prevention workers

33-1021 84 51 69 61 93 92 59 88 99 55 80 89 92 94 82 81 61

First-line supervisors of security workers[1]

33-1091 75 74 68 71 70 44 21 80 94 60 29 30 74 91 7 70 74

First-line supervisors of protective service workers, all other[1]

33-1099 91 65 58 67 94 80 45 87 98 48 58 62 91 91 51 79 71

Firefighters

33-2011 92 41 49 57 86 89 74 87 84 59 89 98 75 60 86 60 40

Fire inspectors and investigators

33-2021 64 69 52 62 89 75 37 74 67 50 52 61 82 82 78 59 71

Forest fire inspectors and prevention specialists

33-2022 67 58 55 56 83 54 50 65 92 47 73 71 91 71 81 69 48

Bailiffs

33-3011 68 37 11 16 82 55 18 80 54 1 37 59 24 19 7 49 23

Correctional officers and jailers

33-3012 69 57 43 54 87 84 58 77 85 27 58 82 71 60 32 80 45

Detectives and criminal investigators

33-3021 94 86 68 74 97 94 40 81 71 40 47 56 95 59 56 91 69

Fish and game wardens

33-3031 81 60 70 68 98 85 50 69 44 47 69 70 90 59 88 85 57

Parking enforcement workers

33-3041 65 39 47 25 81 26 65 65 30 20 72 67 40 33 56 34 38

Police and sheriff's patrol officers

33-3051 97 65 50 63 100 91 53 89 88 32 55 85 89 55 52 85 62

Transit and railroad police

33-3052 94 79 57 66 98 79 48 76 83 22 49 85 82 58 49 82 54

Animal control workers

33-9011 85 46 56 46 99 63 40 63 28 7 48 67 58 61 59 61 47

Private detectives and investigators

33-9021 71 88 66 75 67 79 35 38 21 36 41 32 83 71 19 69 68

Gambling surveillance officers and gambling investigators

33-9031 64 90 19 57 41 95 50 53 66 44 36 35 71 42 12 42 53

Security guards

33-9032 77 74 80 42 96 78 29 83 87 13 51 60 34 65 68 45 36

Crossing guards and flaggers

33-9091 16 5 2 7 56 67 34 53 2 1 19 59 16 4 2 21 3

Lifeguards, ski patrol, and other recreational protective service workers

33-9092 46 31 12 9 71 55 22 78 57 1 45 78 38 13 66 37 16

Transportation security screeners

33-9093 63 30 4 29 83 91 64 54 54 4 56 80 20 15 21 40 33

School bus monitors[1]

33-9094 38 20 8 10 74 70 79 66 13 14 65 49 27 7 16 31 22

Protective service workers, all other[1]

33-9099 69 51 67 37 92 77 32 80 76 9 50 60 34 49 62 43 31

Chefs and head cooks

35-1011 82 51 95 72 94 69 65 73 99 90 66 77 72 99 79 81 44

First-line supervisors of food preparation and serving workers

35-1012 49 34 34 46 98 51 59 71 95 79 46 68 79 90 35 57 37

Cooks, fast food

35-2011 2 8 6 3 52 28 26 12 12 5 26 49 4 4 2 39 6

Cooks, institution and cafeteria

35-2012 54 15 32 31 47 50 69 65 65 70 45 71 24 76 44 21 29

Cooks, private household

35-2013 35 30 67 26 48 19 76 49 17 37 40 58 25 91 56 23 19

Cooks, restaurant

35-2014 40 10 63 21 61 37 73 44 68 52 51 73 8 74 49 14 15

Cooks, short order

35-2015 33 12 35 5 69 15 56 38 46 31 44 65 10 63 36 31 10

Cooks, all other[1]

35-2019 29 11 41 15 58 36 59 42 50 43 45 66 9 53 35 25 14

Food preparation workers

35-2021 1 5 4 1 10 27 48 28 34 3 32 61 3 8 23 9 1

Bartenders

35-3011 42 18 60 16 91 5 55 78 54 44 32 74 21 79 18 39 24

Fast food and counter workers

35-3023 14 11 18 1 74 12 43 51 51 47 30 48 5 21 34 29 3

Waiters and waitresses

35-3031 29 11 14 6 84 10 39 78 29 27 28 86 9 11 15 53 8

Food servers, nonrestaurant

35-3041 35 21 23 22 71 30 47 68 49 25 39 80 13 32 41 30 9

Dining room and cafeteria attendants and bartender helpers

35-9011 28 13 7 2 79 2 56 67 28 5 36 90 5 43 13 24 2

Dishwashers

35-9021 8 6 13 1 29 1 64 45 29 12 64 76 12 38 35 3 1

Hosts and hostesses, restaurant, lounge, and coffee shop

35-9031 24 14 2 3 93 1 24 63 19 34 11 52 5 3 30 58 8

Food preparation and serving related workers, all other[1]

35-9099 18 11 7 1 68 1 49 59 26 14 42 74 8 25 25 28 3

First-line supervisors of housekeeping and janitorial workers

37-1011 59 38 54 37 68 27 45 81 99 32 62 69 40 95 43 43 41

First-line supervisors of landscaping, lawn service, and groundskeeping workers

37-1012 60 42 61 46 80 50 65 57 98 68 82 77 71 97 83 49 44

Janitors and cleaners, except maids and housekeeping cleaners

37-2011 10 23 20 5 18 3 57 14 45 0 59 87 7 50 27 11 7

Maids and housekeeping cleaners

37-2012 16 6 5 2 46 5 49 52 9 5 36 93 0 24 42 7 6

Building cleaning workers, all other[1]

37-2019 13 16 13 4 29 3 54 29 29 1 52 89 3 41 32 10 7

Pest control workers

37-2021 36 14 44 49 72 42 66 52 18 55 70 87 69 72 81 45 47

Landscaping and groundskeeping workers

37-3011 17 1 26 5 34 11 61 47 18 5 71 92 2 13 74 3 0

Pesticide handlers, sprayers, and applicators, vegetation

37-3012 21 23 27 22 72 64 69 38 39 52 78 72 53 60 86 29 24

Tree trimmers and pruners

37-3013 20 2 28 25 40 67 86 44 47 7 85 99 52 28 63 13 14

Grounds maintenance workers, all other[1]

37-3019 18 1 26 6 35 12 62 47 19 6 72 92 2 14 74 4 0

First-line supervisors of gambling services workers

39-1013 52 55 9 43 99 82 46 72 78 74 46 58 50 22 10 61 50

First-line supervisors of entertainment and recreation workers, except gambling services[1]

39-1014 89 56 65 59 88 88 26 84 92 24 39 46 85 64 55 67 55

First-line supervisors of personal service workers

39-1022 89 56 65 59 88 88 26 84 92 24 39 46 85 64 55 67 55

Animal trainers

39-2011 44 30 74 38 75 15 52 61 66 8 29 88 63 52 54 40 39

Animal caretakers

39-2021 46 30 33 11 66 23 38 57 20 16 42 78 30 39 64 26 27

Gambling dealers

39-3011 21 4 3 3 82 42 62 60 7 81 15 46 3 0 4 49 9

Gambling and sports book writers and runners

39-3012 27 14 5 6 74 15 43 52 16 87 29 39 5 5 10 50 25

Gambling service workers, all other[1]

39-3019 22 6 3 3 81 39 60 60 8 82 17 46 3 1 5 49 10

Motion picture projectionists

39-3021 6 39 6 11 30 35 55 3 6 2 75 41 18 5 12 24 8

Ushers, lobby attendants, and ticket takers

39-3031 21 19 11 1 91 1 35 66 8 7 32 47 5 1 12 37 8

Amusement and recreation attendants

39-3091 11 24 24 2 92 0 41 60 18 20 43 57 6 6 6 57 13

Costume attendants

39-3092 23 24 97 27 13 13 66 61 41 5 40 54 19 49 35 33 28

Locker room, coatroom, and dressing room attendants

39-3093 9 0 4 0 65 0 34 65 5 1 25 52 1 1 15 35 6

Entertainment attendants and related workers, all other[1]

39-3099 13 19 17 2 89 2 44 62 14 30 36 53 5 3 8 50 12

Embalmers

39-4011 70 48 46 37 91 88 61 83 31 17 54 63 69 59 88 57 34

Crematory operators[1]

39-4012 13 27 8 7 59 15 21 81 7 8 53 50 6 5 48 33 19

Funeral attendants

39-4021 13 27 8 7 59 15 21 81 7 8 53 50 6 5 48 33 19

Morticians, undertakers, and funeral arrangers

39-4031 44 48 65 41 94 79 50 95 76 57 50 53 78 95 77 75 45

Barbers

39-5011 27 2 59 12 63 39 86 73 4 13 55 55 19 17 39 37 5

Hairdressers, hairstylists, and cosmetologists

39-5012 62 22 83 37 89 28 89 79 42 29 43 65 47 41 57 48 36

Makeup artists, theatrical and performance

39-5091 92 29 98 38 48 22 69 68 55 7 22 53 18 88 63 50 34

Manicurists and pedicurists

39-5092 12 4 33 0 22 1 58 39 2 3 30 28 0 4 46 5 5

Shampooers

39-5093 29 1 20 1 64 12 60 63 21 1 23 54 10 12 48 27 10

Skincare specialists

39-5094 73 3 67 19 84 43 60 85 8 1 28 46 18 3 60 46 28

Baggage porters and bellhops

39-6011 16 28 23 9 94 17 48 70 43 18 61 90 26 50 13 43 23

Concierges

39-6012 82 63 90 33 94 20 16 97 78 22 15 36 51 65 8 88 32

Tour and travel guides

39-7010 32 21 60 8 65 7 10 71 11 6 19 39 11 2 27 87 30

Childcare workers

39-9011 56 16 74 18 56 13 19 80 47 19 16 61 26 10 21 35 32

Exercise trainers and group fitness instructors

39-9031 38 29 79 26 70 3 24 87 56 3 37 98 10 35 60 49 30

Recreation workers

39-9032 82 42 94 50 73 34 21 91 87 36 45 64 44 94 27 81 47

Residential advisors

39-9041 68 49 66 48 80 40 13 96 86 11 31 42 40 89 33 78 42

Personal care and service workers, all other[1]

39-9099 58 26 80 28 63 14 21 84 63 17 27 71 24 38 32 46 36

First-line supervisors of retail sales workers

41-1011 76 40 56 56 96 11 43 80 93 67 22 51 61 81 6 61 35

First-line supervisors of non-retail sales workers

41-1012 40 54 36 64 81 20 24 65 99 77 33 25 93 93 6 87 61

Cashiers

41-2011 4 21 3 2 72 6 48 46 5 52 26 48 4 2 17 36 8

Gambling change persons and booth cashiers

41-2012 46 27 1 17 90 61 49 66 40 86 52 50 26 51 3 29 31

Counter and rental clerks

41-2021 28 44 28 11 98 15 44 60 38 56 55 44 23 40 16 51 40

Parts salespersons

41-2022 50 73 43 32 99 21 38 70 67 68 64 59 52 72 13 63 54

Retail salespersons

41-2031 38 33 51 13 99 17 33 74 19 58 37 49 29 23 13 58 35

Advertising sales agents

41-3011 45 62 89 44 99 17 14 77 12 71 21 21 59 64 3 92 51

Insurance sales agents

41-3021 48 50 31 52 95 59 14 58 3 85 15 12 56 16 3 73 65

Securities, commodities, and financial services sales agents

41-3031 69 79 48 68 81 64 10 53 29 90 12 9 85 77 12 60 60

Travel agents

41-3041 15 81 21 35 86 86 40 52 13 57 18 9 37 42 3 75 57

Sales representatives of services, except advertising, insurance, financial services, and travel[1]

41-3091 84 62 31 40 97 36 42 68 55 56 21 27 28 42 11 66 54

Sales representatives, wholesale and manufacturing, technical and scientific products

41-4011 40 41 43 44 73 17 22 66 7 70 24 24 48 45 40 84 56

Sales representatives, wholesale and manufacturing, except technical and scientific products

41-4012 74 58 86 41 99 2 26 74 16 58 29 38 75 56 1 72 49

Demonstrators and product promoters

41-9011 23 22 45 18 97 6 41 72 21 17 30 52 29 12 13 75 38

Models

41-9012 1 9 53 0 4 0 0 4 0 0 3 63 0 1 9 6 2

Real estate brokers

41-9021 86 61 63 54 85 30 10 71 38 62 26 14 71 58 14 80 61

Real estate sales agents

41-9022 74 73 64 45 95 43 16 80 67 82 38 31 79 84 18 86 61

Sales engineers

41-9031 77 56 82 88 78 38 16 71 36 89 38 7 95 43 66 84 74

Telemarketers

41-9041 33 38 62 18 92 13 28 68 10 2 17 1 7 10 11 71 35

Door-to-door sales workers, news and street vendors, and related workers

41-9091 5 37 18 3 94 0 14 67 39 11 11 22 9 39 3 71 29

Sales and related workers, all other[1]

41-9099 64 52 62 43 93 26 19 77 46 63 33 30 62 62 20 82 55

First-line supervisors of office and administrative support workers

43-1011 75 74 68 71 70 44 21 80 94 60 29 30 74 91 7 70 74

Switchboard operators, including answering service

43-2011 29 48 1 9 84 13 36 60 3 9 16 20 14 0 1 74 20

Telephone operators

43-2021 55 58 7 10 83 28 41 72 15 4 20 22 11 6 6 78 29

Communications equipment operators, all other[1]

43-2099 31 48 2 9 83 15 37 62 4 8 16 21 13 1 1 74 21

Bill and account collectors

43-3011 24 48 21 25 70 45 16 30 15 63 6 10 25 26 0 53 46

Billing and posting clerks

43-3021 44 80 16 30 36 19 36 45 9 85 24 19 20 11 20 27 48

Bookkeeping, accounting, and auditing clerks

43-3031 30 70 9 27 51 49 36 46 10 95 9 15 21 44 4 33 49

Gambling cage workers

43-3041 51 31 4 18 87 95 44 51 48 94 34 51 15 15 0 44 36

Payroll and timekeeping clerks

43-3051 63 68 25 37 13 56 27 54 5 95 9 14 23 4 0 39 58

Procurement clerks

43-3061 65 60 38 57 39 41 5 70 18 74 23 26 64 83 39 55 62

Tellers

43-3071 61 49 23 34 93 82 56 71 30 91 34 38 42 34 4 55 43

Financial clerks, all other[1]

43-3099 38 65 13 29 53 49 36 49 11 93 15 22 25 33 6 36 49

Brokerage clerks

43-4011 48 62 14 53 55 78 38 25 4 86 1 3 35 11 1 54 52

Correspondence clerks

43-4021 25 77 21 32 56 51 18 41 11 68 14 16 40 26 11 42 70

Court, municipal, and license clerks

43-4031 62 81 17 40 80 48 42 69 30 50 25 23 22 30 5 52 50

Credit authorizers, checkers, and clerks

43-4041 37 76 8 36 93 53 13 51 60 64 5 21 53 48 2 39 51

Customer service representatives

43-4051 84 62 31 40 97 36 42 68 55 56 21 27 28 42 11 66 54

Eligibility interviewers, government programs

43-4061 78 84 29 48 71 57 29 75 15 52 4 10 44 17 6 76 75

File clerks

43-4071 24 52 40 27 46 48 31 54 10 30 31 42 1 27 38 35 48

Hotel, motel, and resort desk clerks

43-4081 60 66 39 17 99 26 35 81 66 61 25 34 53 19 29 53 30

Interviewers, except eligibility and loan

43-4111 87 94 44 53 90 59 28 85 78 45 22 20 42 59 2 72 54

Library assistants, clerical

43-4121 32 57 35 10 61 6 40 68 14 15 18 48 18 46 7 38 41

Loan interviewers and clerks

43-4131 60 65 33 59 97 57 28 48 12 84 16 12 76 30 1 75 70

New accounts clerks

43-4141 47 47 7 29 89 59 36 71 31 78 11 28 23 4 1 59 41

Order clerks

43-4151 85 87 45 36 68 16 18 77 52 76 37 28 30 67 11 61 51

Human resources assistants, except payroll and timekeeping

43-4161 38 83 20 39 71 29 13 74 26 15 13 19 32 73 2 57 68

Receptionists and information clerks

43-4171 49 56 21 5 82 7 36 77 13 38 17 21 38 17 10 64 45

Reservation and transportation ticket agents and travel clerks

43-4181 84 58 51 44 98 84 39 88 21 52 28 49 62 7 14 90 53

Information and record clerks, all other[1]

43-4199 71 63 30 33 92 30 37 71 38 53 21 27 34 33 11 65 52

Cargo and freight agents

43-5011 29 38 25 35 56 44 32 22 9 47 60 35 33 14 16 53 45

Couriers and messengers

43-5021 1 28 0 8 46 38 60 19 0 16 51 68 14 6 14 30 31

Public safety telecommunicators

43-5031 93 97 34 60 100 96 56 85 71 6 50 31 82 67 24 90 60

Dispatchers, except police, fire, and ambulance

43-5032 58 52 28 49 88 52 39 64 79 28 31 16 84 38 15 65 53

Meter readers, utilities

43-5041 18 36 17 16 70 37 71 34 16 55 66 88 19 19 54 17 23

Postal service clerks

43-5051 40 35 12 24 92 29 53 49 20 75 38 68 11 25 15 44 41

Postal service mail carriers

43-5052 6 5 1 5 64 52 63 9 0 3 35 78 8 0 10 13 5

Postal service mail sorters, processors, and processing machine operators

43-5053 6 15 1 10 8 12 74 22 8 6 49 81 5 0 4 8 16

Production, planning, and expediting clerks

43-5061 49 61 45 47 36 80 33 39 26 57 30 31 58 81 5 39 53

Shipping, receiving, and inventory clerks

43-5071 11 50 23 17 58 37 51 32 46 43 52 66 18 62 20 24 35

Weighers, measurers, checkers, and samplers, recordkeeping

43-5111 30 43 24 36 35 75 57 44 69 84 61 55 12 53 43 28 44

Executive secretaries and executive administrative assistants

43-6011 57 78 65 33 49 33 42 81 18 56 19 23 30 87 10 66 68

Legal secretaries and administrative assistants

43-6012 53 83 36 30 49 49 32 67 15 20 13 23 14 23 5 59 75

Medical secretaries and administrative assistants

43-6013 44 71 18 33 91 33 40 83 31 32 23 15 25 68 27 67 55

Secretaries and administrative assistants, except legal, medical, and executive

43-6014 33 75 23 22 54 25 35 70 10 28 18 17 17 36 14 66 65

Data entry keyers

43-9021 79 70 42 34 35 89 62 61 36 34 23 34 25 30 7 31 50

Word processors and typists

43-9022 21 74 19 14 65 38 52 51 2 35 27 22 2 31 0 26 46

Desktop publishers

43-9031 61 93 95 53 19 52 52 33 33 25 38 29 29 57 2 42 61

Insurance claims and policy processing clerks

43-9041 33 73 5 35 52 43 31 56 2 53 6 18 33 5 8 37 52

Mail clerks and mail machine operators, except postal service

43-9051 20 33 10 6 48 63 66 39 19 36 58 65 28 5 4 20 26

Office clerks, general

43-9061 37 50 13 18 50 45 35 50 5 48 24 25 8 34 10 48 49

Office machine operators, except computer

43-9071 12 45 26 13 43 10 52 23 22 58 71 47 7 58 8 15 33

Proofreaders and copy markers

43-9081 7 47 6 13 2 59 30 1 1 3 6 4 6 2 2 37 68

Statistical assistants

43-9111 42 97 34 71 32 55 15 43 32 99 7 10 39 23 38 49 76

Office and administrative support workers, all other[1]

43-9199 38 51 13 20 50 47 37 50 6 48 25 26 10 29 9 45 49

First-line supervisors of farming, fishing, and forestry workers

45-1011 35 34 38 49 38 40 62 43 86 61 81 74 70 93 85 47 42

Agricultural inspectors

45-2011 49 47 24 61 61 68 49 45 44 55 49 55 64 35 75 46 54

Animal breeders

45-2021 8 32 6 18 24 18 46 21 3 41 47 77 30 43 85 11 16

Graders and sorters, agricultural products

45-2041 0 9 0 0 3 1 57 2 10 2 39 61 1 3 32 2 3

Agricultural equipment operators

45-2091 3 15 28 5 6 11 68 46 59 7 90 75 1 9 74 16 2

Farmworkers and laborers, crop, nursery, and greenhouse

45-2092 8 17 35 23 17 6 90 22 34 29 79 99 2 51 73 15 21

Farmworkers, farm, ranch, and aquacultural animals

45-2093 13 20 31 31 26 17 66 6 39 34 81 85 29 47 80 19 20

Agricultural workers, all other[1]

45-2099 7 18 30 21 18 8 79 17 35 28 78 96 6 44 75 16 18

Fishing and hunting workers

45-3031 3 15 29 8 24 9 70 1 6 1 74 87 17 20 61 6 2

Forest and conservation workers

45-4011 48 41 35 24 37 21 54 28 34 17 71 87 39 19 75 36 23

Fallers

45-4021 4 0 2 6 0 40 92 6 1 34 82 99 38 3 54 2 0

Logging equipment operators

45-4022 17 8 22 12 14 49 93 34 53 29 95 64 52 45 34 2 11

Log graders and scalers

45-4023 24 34 29 38 38 45 68 27 33 75 63 62 51 58 48 24 31

Logging workers, all other[1]

45-4029 14 9 19 14 13 48 91 28 37 36 91 71 50 39 40 4 9

First-line supervisors of construction trades and extraction workers

47-1011 66 33 59 61 66 76 54 62 91 72 79 58 89 86 66 51 43

Boilermakers

47-2011 10 15 43 57 26 44 97 46 48 60 97 94 43 45 72 26 28

Brickmasons and blockmasons

47-2021 15 8 40 31 33 57 71 19 70 73 69 99 23 80 53 16 17

Stonemasons

47-2022 2 0 55 30 6 3 80 40 81 68 68 99 36 65 55 20 25

Carpenters

47-2031 42 25 53 49 45 89 87 47 75 83 80 91 48 76 67 31 32

Carpet installers

47-2041 21 1 33 23 44 45 77 20 42 77 66 96 46 27 31 9 5

Floor layers, except carpet, wood, and hard tiles

47-2042 8 1 42 18 39 13 70 8 38 39 50 78 37 26 49 7 10

Floor sanders and finishers

47-2043 25 7 32 8 48 55 95 11 66 28 77 98 42 53 37 8 9

Tile and stone setters

47-2044 20 2 55 25 10 61 81 4 30 69 63 92 16 38 37 10 11

Cement masons and concrete finishers

47-2051 10 13 17 17 40 73 89 11 71 51 73 98 25 77 42 16 2

Terrazzo workers and finishers

47-2053 6 1 27 10 20 60 82 13 55 45 76 95 8 50 68 1 1

Construction laborers

47-2061 4 9 20 14 41 53 75 22 48 8 86 90 19 64 32 18 16

Paving, surfacing, and tamping equipment operators

47-2071 17 10 30 14 32 35 80 15 50 23 89 85 13 19 68 14 2

Pile driver operators

47-2072 13 13 23 12 20 85 95 15 24 43 93 83 37 25 61 22 4

Operating engineers and other construction equipment operators

47-2073 48 8 37 28 52 88 89 43 70 27 94 70 63 72 40 15 17

Drywall and ceiling tile installers

47-2081 2 2 19 14 16 43 80 8 21 49 61 97 15 14 33 8 7

Tapers

47-2082 0 0 6 2 10 3 59 1 12 2 55 84 7 3 17 2 1

Electricians

47-2111 61 25 70 69 59 81 96 48 91 81 96 97 83 93 53 30 44

Glaziers

47-2121 9 10 37 25 45 72 76 26 56 44 74 91 33 44 41 5 15

Insulation workers, floor, ceiling, and wall

47-2131 6 3 31 12 41 10 63 16 32 30 73 96 17 19 27 4 8

Insulation workers, mechanical

47-2132 41 13 51 20 42 19 67 37 66 48 65 95 24 54 53 13 9

Painters, construction and maintenance

47-2141 21 12 53 24 34 24 72 47 74 31 60 94 12 57 68 17 17

Paperhangers

47-2142 19 4 30 6 26 24 65 22 20 28 53 93 20 12 56 4 3

Pipelayers

47-2151 16 4 36 16 33 78 83 34 37 46 93 92 29 18 79 26 14

Plumbers, pipefitters, and steamfitters

47-2152 29 23 50 49 39 51 92 26 63 64 92 94 72 63 75 10 22

Plasterers and stucco masons

47-2161 9 6 49 15 23 32 82 41 57 28 67 97 18 44 30 4 11

Reinforcing iron and rebar workers

47-2171 12 5 25 24 19 23 85 6 73 46 62 100 10 40 45 1 4

Roofers

47-2181 27 8 46 21 57 62 69 32 74 38 73 99 22 57 56 15 10

Sheet metal workers

47-2211 18 26 45 38 56 88 85 37 92 86 91 89 13 64 57 12 18

Structural iron and steel workers

47-2221 28 2 36 19 27 83 98 43 55 54 78 100 28 30 44 25 11

Solar photovoltaic installers

47-2231 44 33 35 46 54 88 72 38 72 62 91 90 53 60 59 33 23

Helpers--brickmasons, blockmasons, stonemasons, and tile and marble setters

47-3011 7 1 22 10 16 33 83 11 41 41 77 97 11 35 43 3 3

Helpers--carpenters

47-3012 21 5 63 23 26 64 72 12 26 58 86 91 29 26 57 20 9

Helpers--electricians

47-3013 33 25 50 39 49 53 87 41 64 48 94 94 30 78 77 31 11

Helpers--painters, paperhangers, plasterers, and stucco masons

47-3014 3 0 5 2 5 4 61 9 16 0 61 96 8 2 17 8 1

Helpers--pipelayers, plumbers, pipefitters, and steamfitters

47-3015 26 3 40 9 47 20 72 18 24 47 79 91 12 48 37 1 3

Helpers--roofers

47-3016 30 11 39 13 45 61 77 42 71 47 79 97 11 56 45 21 7

Helpers, construction trades, all other[1]

47-3019 25 11 44 22 40 40 79 25 41 45 86 93 19 52 60 18 6

Construction and building inspectors

47-4011 64 72 27 71 75 65 20 31 47 77 47 48 76 63 74 54 71

Elevator and escalator installers and repairers

47-4021 45 46 47 59 66 92 90 21 42 44 100 91 88 47 72 22 31

Fence erectors

47-4031 6 8 25 16 50 68 77 32 72 42 74 97 11 45 47 16 4

Hazardous materials removal workers

47-4041 53 23 59 53 48 47 71 59 62 39 79 83 13 55 78 39 40

Highway maintenance workers

47-4051 3 22 29 13 81 63 87 63 70 31 78 94 28 51 57 26 13

Rail-track laying and maintenance equipment operators

47-4061 19 14 47 29 32 51 88 35 73 35 92 96 38 67 65 19 17

Septic tank servicers and sewer pipe cleaners

47-4071 10 16 17 19 68 9 85 27 16 46 89 91 37 29 65 13 19

Miscellaneous construction and related workers[1]

47-4090 27 31 33 42 71 58 58 48 60 50 72 80 42 52 66 35 39

Derrick operators, oil and gas

47-5011 17 10 19 29 28 23 96 32 64 55 93 99 46 26 62 30 20

Rotary drill operators, oil and gas

47-5012 34 8 41 44 38 95 91 36 90 63 92 84 65 27 64 39 43

Service unit operators, oil and gas

47-5013 36 25 38 38 42 88 93 65 95 78 95 94 83 70 76 32 40

Excavating and loading machine and dragline operators, surface mining

47-5022 16 7 26 23 12 45 99 41 68 30 94 75 40 45 34 18 26

Earth drillers, except oil and gas

47-5023 24 6 41 34 29 58 93 30 41 36 95 69 40 43 65 11 27

Explosives workers, ordnance handling experts, and blasters

47-5032 70 26 54 63 42 94 88 28 89 65 82 86 73 81 67 41 33

Continuous mining machine operators

47-5041 26 4 21 32 5 89 93 33 54 12 96 85 52 13 50 13 6

Roof bolters, mining

47-5043 25 3 7 14 7 79 98 19 61 12 96 99 17 32 40 13 7

Loading and moving machine operators, underground mining

47-5044 2 1 8 5 4 34 80 9 28 10 88 81 3 5 36 15 6

Underground mining machine operators, all other[1]

47-5049 15 3 16 20 6 78 91 24 47 11 94 86 28 12 45 14 6

Rock splitters, quarry

47-5051 1 4 16 4 0 13 74 17 4 18 70 93 1 2 58 7 4

Roustabouts, oil and gas

47-5071 2 16 22 9 32 22 79 25 68 17 87 95 36 74 47 6 2

Helpers--extraction workers

47-5081 14 16 32 22 36 58 91 41 79 43 98 98 43 82 64 22 23

Extraction workers, all other[1]

47-5099 16 13 28 26 25 62 92 41 75 42 92 89 46 48 59 21 18

First-line supervisors of mechanics, installers, and repairers

49-1011 56 53 59 70 47 42 63 52 96 71 90 60 80 96 62 59 55

Computer, automated teller, and office machine repairers

49-2011 30 68 39 51 61 30 75 1 4 6 96 50 59 32 31 39 34

Radio, cellular, and tower equipment installers and repairers

49-2021 61 77 61 45 51 73 81 44 68 58 96 74 45 72 53 34 46

Telecommunications equipment installers and repairers, except line installers

49-2022 52 85 48 61 78 34 83 51 18 59 96 85 86 19 56 43 42

Avionics technicians

49-2091 55 81 57 67 35 84 82 40 54 50 97 54 61 35 80 34 56

Electric motor, power tool, and related repairers

49-2092 39 30 54 53 33 80 96 30 66 57 99 74 64 74 61 11 38

Electrical and electronics installers and repairers, transportation equipment

49-2093 36 44 65 54 24 77 84 40 58 53 92 77 24 39 75 26 29

Electrical and electronics repairers, commercial and industrial equipment

49-2094 36 87 62 64 26 73 80 44 36 72 97 62 50 35 79 34 38

Electrical and electronics repairers, powerhouse, substation, and relay

49-2095 62 70 54 63 15 96 76 49 43 70 97 66 56 49 84 28 45

Electronic equipment installers and repairers, motor vehicles

49-2096 43 45 68 55 67 91 91 39 54 51 94 79 50 44 53 32 39

Audiovisual equipment installers and repairers

49-2097 25 68 59 46 68 17 69 19 41 46 90 63 31 56 34 34 32

Security and fire alarm systems installers

49-2098 67 55 50 48 62 74 63 40 32 32 89 70 81 31 38 38 37

Aircraft mechanics and service technicians

49-3011 53 39 55 65 30 95 90 45 64 48 100 70 87 51 79 28 59

Automotive body and related repairers

49-3021 31 14 76 33 24 84 89 16 30 34 87 88 39 68 48 14 13

Automotive glass installers and repairers

49-3022 24 12 20 7 54 44 65 13 2 10 77 77 9 6 36 4 7

Automotive service technicians and mechanics

49-3023 25 35 29 57 57 78 98 13 17 33 98 82 81 25 59 18 34

Bus and truck mechanics and diesel engine specialists

49-3031 32 40 45 56 23 70 97 22 24 33 99 94 62 27 79 23 20

Farm equipment mechanics and service technicians

49-3041 34 33 41 54 46 76 100 36 11 59 99 95 54 30 76 22 27

Mobile heavy equipment mechanics, except engines

49-3042 27 44 62 51 39 77 100 35 36 69 100 95 65 63 67 12 39

Rail car repairers

49-3043 11 15 47 32 17 35 97 16 32 37 97 97 22 41 50 10 18

Motorboat mechanics and service technicians

49-3051 19 31 30 51 62 63 90 18 10 41 98 80 58 37 77 18 17

Motorcycle mechanics

49-3052 59 40 59 60 63 98 95 37 25 40 99 86 79 68 61 27 30

Outdoor power equipment and other small engine mechanics

49-3053 30 32 49 37 46 34 97 16 14 23 97 73 43 30 74 11 19

Bicycle repairers

49-3091 80 34 53 41 98 87 96 76 45 36 93 67 77 63 49 40 28

Recreational vehicle service technicians

49-3092 31 22 38 44 65 36 88 38 27 9 94 87 43 34 46 35 34

Tire repairers and changers

49-3093 19 16 32 19 75 78 78 26 33 21 83 95 27 30 25 13 10

Mechanical door repairers

49-9011 15 21 48 30 57 25 77 43 33 39 91 93 43 31 23 22 29

Control and valve installers and repairers, except mechanical door

49-9012 21 46 43 41 48 70 73 40 42 39 94 72 42 48 76 27 38

Heating, air conditioning, and refrigeration mechanics and installers

49-9021 36 37 66 58 55 69 87 55 72 50 97 86 71 56 78 29 39

Home appliance repairers

49-9031 39 37 26 48 85 38 85 20 28 45 95 77 58 56 61 32 31

Industrial machinery mechanics

49-9041 41 36 64 50 2 20 99 18 45 43 99 86 29 27 68 8 31

Maintenance workers, machinery

49-9043 31 36 42 33 7 78 71 26 31 23 98 77 34 34 62 10 25

Millwrights

49-9044 52 39 55 49 33 98 98 55 88 82 99 98 59 86 78 30 30

Refractory materials repairers, except brickmasons

49-9045 7 3 11 13 5 26 73 11 24 24 81 96 14 24 41 12 17

Electrical power-line installers and repairers

49-9051 36 19 33 46 50 87 88 37 71 24 95 93 84 10 57 25 23

Telecommunications line installers and repairers

49-9052 53 40 45 44 83 67 71 55 36 27 88 90 47 36 43 38 28

Camera and photographic equipment repairers

49-9061 20 39 63 36 37 75 74 1 1 44 86 29 25 33 45 12 16

Medical equipment repairers

49-9062 46 79 21 50 34 84 74 37 6 66 98 61 57 48 69 17 36

Musical instrument repairers and tuners

49-9063 28 34 90 55 70 81 98 17 15 25 87 50 60 83 60 26 18

Watch and clock repairers

49-9064 11 19 41 40 54 66 99 14 1 15 87 29 33 71 49 5 13

Precision instrument and equipment repairers, all other[1]

49-9069 43 67 29 50 38 84 77 34 6 62 98 57 56 52 68 17 33

Maintenance and repair workers, general

49-9071 47 38 63 46 51 41 78 34 49 52 99 91 54 80 52 24 37

Wind turbine service technicians

49-9081 53 80 36 59 24 92 93 43 79 38 100 97 76 65 71 34 40

Coin, vending, and amusement machine servicers and repairers

49-9091 35 42 6 27 57 14 78 9 1 26 87 65 38 24 45 9 15

Commercial divers

49-9092 62 24 62 56 37 86 89 51 79 38 94 96 57 54 84 49 39

Locksmiths and safe repairers

49-9094 78 45 57 32 79 56 98 39 46 53 95 73 45 90 22 35 32

Manufactured building and mobile home installers

49-9095 70 9 81 48 75 65 100 68 97 65 97 100 85 97 74 29 43

Riggers

49-9096 26 25 39 31 44 84 80 39 43 6 87 94 38 11 58 33 20

Signal and track switch repairers

49-9097 23 34 3 31 7 45 93 8 15 51 98 82 41 16 34 14 24

Helpers--installation, maintenance, and repair workers

49-9098 20 29 16 26 33 50 78 36 29 34 94 92 36 14 60 17 3

Installation, maintenance, and repair workers, all other[1]

49-9099 42 37 57 47 43 49 85 37 49 48 98 89 52 60 61 23 33

First-line supervisors of production and operating workers

51-1011 59 45 69 73 48 55 50 64 97 66 75 53 86 89 55 77 53

Aircraft structure, surfaces, rigging, and systems assemblers

51-2011 37 29 51 40 14 83 87 35 36 52 88 78 26 67 69 23 29

Coil winders, tapers, and finishers

51-2021 15 12 18 16 13 90 77 25 26 28 60 57 13 16 62 16 13

Electrical, electronic, and electromechanical assemblers, except coil winders, tapers, and finishers

51-2028 4 21 12 21 10 40 83 6 34 16 72 54 15 21 39 9 30

Engine and other machine assemblers

51-2031 12 24 36 28 24 77 83 35 17 26 87 81 17 9 52 11 12

Structural metal fabricators and fitters

51-2041 15 14 31 13 3 53 70 12 40 42 70 70 5 14 42 18 18

Fiberglass laminators and fabricators

51-2051 21 9 38 16 16 36 78 13 55 45 67 93 6 27 74 19 28

Timing device assemblers and adjusters

51-2061 4 23 28 18 11 5 67 3 3 33 87 26 24 9 41 2 13

Miscellaneous assemblers and fabricators[1]

51-2090 18 29 24 26 10 38 77 30 50 30 68 67 21 29 47 26 26

Bakers

51-3011 13 16 41 15 34 41 65 30 23 41 41 57 17 23 51 21 12

Butchers and meat cutters

51-3021 18 16 11 15 92 59 88 52 69 44 59 75 35 66 21 14 10

Meat, poultry, and fish cutters and trimmers

51-3022 11 13 29 8 50 79 84 47 72 46 66 75 13 50 71 17 9

Slaughterers and meat packers

51-3023 10 2 6 1 16 33 86 3 14 13 48 73 0 6 43 1 0

Food and tobacco roasting, baking, and drying machine operators and tenders

51-3091 7 22 13 27 22 68 69 29 41 3 74 69 20 21 36 20 32

Food batchmakers

51-3092 32 30 14 31 2 61 66 36 30 53 67 65 16 8 78 25 36

Food cooking machine operators and tenders

51-3093 19 26 6 17 7 37 73 2 13 15 61 66 27 25 50 6 39

Food processing workers, all other[1]

51-3099 16 18 22 15 37 55 73 35 38 41 57 67 15 27 58 18 14

Extruding and drawing machine setters, operators, and tenders, metal and plastic

51-4021 19 24 21 23 5 76 82 18 45 54 80 92 59 25 26 9 11

Forging machine setters, operators, and tenders, metal and plastic

51-4022 17 25 51 20 11 60 75 19 46 44 84 66 24 9 63 29 32

Rolling machine setters, operators, and tenders, metal and plastic

51-4023 35 27 32 42 19 73 94 23 62 42 95 86 48 38 45 25 24

Cutting, punching, and press machine setters, operators, and tenders, metal and plastic

51-4031 5 12 36 21 4 60 82 2 14 45 83 82 22 10 29 6 19

Drilling and boring machine tool setters, operators, and tenders, metal and plastic

51-4032 38 37 42 42 5 93 84 2 12 76 88 63 35 3 66 15 34

Grinding, lapping, polishing, and buffing machine tool setters, operators, and tenders, metal and plastic

51-4033 10 32 10 19 8 58 98 9 24 58 84 72 23 33 33 6 19

Lathe and turning machine tool setters, operators, and tenders, metal and plastic

51-4034 12 33 33 24 15 10 86 6 58 43 89 67 3 67 59 11 23

Milling and planing machine setters, operators, and tenders, metal and plastic

51-4035 27 28 25 31 8 66 84 6 22 65 85 79 6 10 52 9 25

Machinists

51-4041 18 28 47 41 4 76 97 5 25 74 89 68 33 32 47 8 20

Metal-refining furnace operators and tenders

51-4051 20 17 19 35 7 74 90 17 51 49 84 84 31 36 73 16 24

Pourers and casters, metal

51-4052 5 13 7 11 0 20 67 4 28 10 76 76 2 23 38 1 7

Model makers, metal and plastic

51-4061 34 33 55 41 21 96 75 1 21 66 86 62 32 18 52 12 26

Patternmakers, metal and plastic

51-4062 22 32 40 27 5 72 77 0 16 52 78 59 15 17 37 7 16

Foundry mold and coremakers

51-4071 11 8 12 11 5 53 71 4 19 20 66 90 13 15 77 3 1

Molding, coremaking, and casting machine setters, operators, and tenders, metal and plastic

51-4072 9 19 10 23 1 47 83 9 23 41 84 87 10 8 49 19 28

Multiple machine tool setters, operators, and tenders, metal and plastic

51-4081 60 38 54 46 9 79 84 37 50 56 92 71 20 55 43 13 32

Tool and die makers

51-4111 43 32 67 48 1 93 82 1 20 66 88 55 56 18 43 11 24

Welders, cutters, solderers, and brazers

51-4121 2 6 15 14 2 56 76 4 6 32 63 64 8 5 51 0 1

Welding, soldering, and brazing machine setters, operators, and tenders

51-4122 12 18 35 28 8 78 74 3 27 21 79 73 21 21 46 9 17

Heat treating equipment setters, operators, and tenders, metal and plastic

51-4191 10 26 8 21 9 31 87 10 36 66 83 93 12 8 70 20 26

Layout workers, metal and plastic

51-4192 14 18 49 39 27 85 72 19 46 90 78 76 16 37 46 10 32

Plating machine setters, operators, and tenders, metal and plastic

51-4193 12 12 36 26 14 68 74 15 52 37 74 72 14 16 84 19 27

Tool grinders, filers, and sharpeners

51-4194 10 23 38 34 9 70 99 3 13 74 89 71 21 34 44 1 15

Metal workers and plastic workers, all other[1]

51-4199 12 19 28 28 4 65 86 6 19 51 80 72 18 16 47 6 12

Prepress technicians and workers

51-5111 48 68 81 36 23 72 58 13 41 38 63 24 20 46 24 22 36

Printing press operators

51-5112 13 27 31 29 35 76 87 17 60 25 93 75 51 88 28 15 25

Print binding and finishing workers

51-5113 17 17 25 28 14 62 78 11 43 28 84 77 31 20 25 15 37

Laundry and dry-cleaning workers

51-6011 2 3 3 4 21 4 57 41 34 5 60 72 3 37 40 14 4

Pressers, textile, garment, and related materials

51-6021 9 5 34 2 20 16 75 8 5 3 65 76 0 20 18 0 0

Sewing machine operators

51-6031 2 2 4 4 1 11 91 2 3 12 58 52 2 8 6 0 4

Shoe and leather workers and repairers

51-6041 1 7 23 17 33 17 84 33 12 4 58 58 14 15 17 2 11

Shoe machine operators and tenders

51-6042 45 16 26 14 21 24 92 27 63 9 75 62 12 54 23 5 12

Sewers, hand

51-6051 1 7 22 4 13 49 86 1 1 12 50 36 3 21 9 0 1

Tailors, dressmakers, and custom sewers

51-6052 17 6 65 11 50 45 95 17 2 21 59 45 28 31 14 22 13

Textile bleaching and dyeing machine operators and tenders

51-6061 1 14 5 13 3 48 84 0 6 40 75 75 20 15 30 8 18

Textile cutting machine setters, operators, and tenders

51-6062 9 20 15 22 3 75 74 7 27 27 83 77 4 28 15 3 12

Textile knitting and weaving machine setters, operators, and tenders

51-6063 23 17 17 15 6 28 95 5 24 6 76 79 6 10 14 10 12

Textile winding, twisting, and drawing out machine setters, operators, and tenders

51-6064 7 10 6 12 2 22 96 2 9 20 77 90 2 6 14 8 5

Extruding and forming machine setters, operators, and tenders, synthetic and glass fibers

51-6091 20 32 15 27 12 54 86 6 40 35 84 69 36 16 38 24 22

Fabric and apparel patternmakers

51-6092 59 42 93 64 7 90 70 24 29 94 47 48 55 37 23 27 47

Upholsterers

51-6093 9 2 56 26 39 24 97 27 26 49 68 90 14 63 24 10 21

Textile, apparel, and furnishings workers, all other[1]

51-6099 4 6 11 6 15 12 76 16 15 10 63 66 4 24 24 6 5

Cabinetmakers and bench carpenters

51-7011 15 5 39 41 38 31 96 4 6 85 85 92 27 28 37 3 25

Furniture finishers

51-7021 8 7 69 30 12 40 94 45 52 18 65 89 26 47 39 16 14

Model makers, wood

51-7031 26 19 80 47 11 41 88 22 28 60 72 66 16 11 50 13 35

Patternmakers, wood

51-7032 22 28 73 45 21 74 95 5 15 86 80 68 47 58 46 18 27

Sawing machine setters, operators, and tenders, wood

51-7041 10 5 11 11 0 50 85 5 19 21 80 80 10 7 10 0 2

Woodworking machine setters, operators, and tenders, except sawing

51-7042 3 9 15 14 3 51 93 0 5 39 82 88 13 3 33 9 4

Woodworkers, all other[1]

51-7099 9 6 28 26 11 43 93 3 10 54 82 88 18 13 30 4 10

Nuclear power reactor operators

51-8011 65 66 18 69 9 99 55 18 74 77 66 27 69 37 91 55 66

Power distributors and dispatchers

51-8012 83 74 22 77 36 96 41 18 51 69 55 29 88 65 68 44 56

Power plant operators

51-8013 34 42 46 60 11 91 63 38 48 16 93 54 44 46 82 34 37

Stationary engineers and boiler operators

51-8021 41 49 47 45 32 83 63 31 74 35 95 66 59 60 86 35 38

Water and wastewater treatment plant and system operators

51-8031 20 51 20 51 30 78 51 42 50 78 93 57 66 55 95 36 50

Chemical plant and system operators

51-8091 14 38 1 49 6 94 81 10 39 60 80 67 68 5 85 27 42

Gas plant operators

51-8092 40 56 27 54 20 93 64 35 53 67 87 56 64 60 75 24 41

Petroleum pump system operators, refinery operators, and gaugers

51-8093 28 38 18 42 8 85 71 31 44 65 84 74 42 19 72 12 39

Plant and system operators, all other[1]

51-8099 29 47 24 52 22 86 59 36 53 63 90 58 61 45 88 33 45

Chemical equipment operators and tenders

51-9011 31 53 17 51 13 81 68 50 76 65 86 76 52 31 87 32 52

Separating, filtering, clarifying, precipitating, and still machine setters, operators, and tenders

51-9012 14 25 13 33 14 54 70 5 20 55 82 82 32 19 80 12 20

Crushing, grinding, and polishing machine setters, operators, and tenders

51-9021 8 24 3 19 1 33 87 15 23 44 79 83 25 23 54 11 26

Grinding and polishing workers, hand

51-9022 27 17 80 19 10 69 99 32 26 25 91 76 12 84 19 7 26

Mixing and blending machine setters, operators, and tenders

51-9023 3 18 4 12 6 77 82 6 57 30 88 81 31 16 66 7 33

Cutters and trimmers, hand

51-9031 0 4 1 2 0 24 70 5 16 15 48 62 1 4 9 2 6

Cutting and slicing machine setters, operators, and tenders

51-9032 5 27 8 27 10 61 98 13 54 55 85 89 23 22 34 3 27

Extruding, forming, pressing, and compacting machine setters, operators, and tenders

51-9041 25 30 32 32 11 55 82 29 37 35 88 84 23 11 72 20 29

Furnace, kiln, oven, drier, and kettle operators and tenders

51-9051 14 21 14 22 1 69 70 7 36 29 74 76 14 10 61 25 29

Inspectors, testers, sorters, samplers, and weighers

51-9061 58 45 27 42 34 59 57 27 39 53 65 61 36 22 64 28 34

Jewelers and precious stone and metal workers

51-9071 23 10 92 25 46 65 84 10 5 41 62 39 22 69 50 18 16

Dental laboratory technicians

51-9081 48 31 84 45 23 80 97 42 64 10 73 33 32 75 71 16 41

Medical appliance technicians

51-9082 19 30 76 60 49 53 92 60 42 64 79 65 55 56 80 56 44

Ophthalmic laboratory technicians

51-9083 22 31 13 24 44 29 97 40 15 39 70 45 19 16 47 5 27

Packaging and filling machine operators and tenders

51-9111 6 19 32 12 23 67 81 21 42 35 77 79 26 10 51 18 19

Painting, coating, and decorating workers

51-9123 1 7 18 5 12 4 61 10 6 7 37 51 3 34 42 3 8

Coating, painting, and spraying machine setters, operators, and tenders

51-9124 26 13 6 21 5 19 95 13 25 4 83 84 21 40 26 1 13

Semiconductor processing technicians

51-9141 21 34 30 39 15 70 68 38 43 22 77 65 9 20 65 23 41

Photographic process workers and processing machine operators

51-9151 45 47 74 38 76 31 66 46 18 30 78 58 19 69 48 31 29

Computer numerically controlled tool operators

51-9161 26 35 46 55 3 84 90 5 22 84 93 69 43 23 64 19 23

Computer numerically controlled tool programmers

51-9162 23 96 71 67 13 83 67 8 53 93 82 47 62 70 64 20 48

Adhesive bonding machine operators and tenders

51-9191 8 28 5 21 13 70 94 12 32 51 89 95 23 16 55 24 26

Cleaning, washing, and metal pickling equipment operators and tenders

51-9192 6 21 10 13 4 9 64 15 21 7 72 83 11 14 55 3 8

Cooling and freezing equipment operators and tenders

51-9193 32 32 18 37 8 33 72 29 60 54 91 78 47 42 70 21 35

Etchers and engravers

51-9194 11 34 73 34 23 74 84 14 17 24 76 55 11 45 30 20 21

Molders, shapers, and casters, except metal and plastic

51-9195 6 10 15 7 6 52 87 10 16 19 71 84 1 17 38 7 22

Paper goods machine setters, operators, and tenders

51-9196 13 15 18 18 17 43 81 32 58 40 81 68 35 31 20 21 15

Tire builders

51-9197 5 14 7 9 22 32 95 2 33 11 73 94 7 40 42 5 5

Helpers--production workers

51-9198 4 12 3 7 3 28 80 13 7 22 71 86 4 12 31 5 6

Production workers, all other[1]

51-9199 24 29 24 30 17 59 76 21 35 44 77 72 26 23 58 19 26

Aircraft cargo handling supervisors

53-1041 73 60 58 53 90 89 54 64 96 77 69 83 86 83 63 60 42

First-line supervisors of transportation and material moving workers, except aircraft cargo handling supervisors[1]

53-1047 59 57 63 61 63 68 48 62 97 66 74 51 85 89 63 63 55

Airline pilots, copilots, and flight engineers

53-2011 97 43 14 84 43 99 99 45 58 86 77 45 94 29 77 78 61

Commercial pilots

53-2012 95 54 53 80 57 97 75 54 77 62 92 58 96 83 76 56 59

Air traffic controllers

53-2021 91 34 73 92 74 100 54 39 65 79 31 12 98 25 44 90 56

Airfield operations specialists

53-2022 54 59 31 68 82 97 47 48 84 46 60 46 91 56 66 74 62

Flight attendants

53-2031 81 36 43 34 100 87 37 90 31 10 29 90 63 43 36 95 29

Ambulance drivers and attendants, except emergency medical technicians

53-3011 51 35 35 32 77 81 55 79 27 19 74 80 38 41 58 45 42

Driver/sales workers

53-3031 26 18 20 9 80 35 71 34 2 54 53 84 12 26 5 48 25

Heavy and tractor-trailer truck drivers

53-3032 28 26 5 15 47 79 89 12 3 20 84 73 40 14 29 17 15

Light truck drivers

53-3033 24 23 15 23 53 46 65 26 16 25 72 88 19 28 39 22 30

Bus drivers, school[1]

53-3051 38 20 8 10 74 70 79 66 13 14 65 49 27 7 16 31 22

Bus drivers, transit and intercity

53-3052 38 20 8 10 74 70 79 66 13 14 65 49 27 7 16 31 22

Shuttle drivers and chauffeurs[1]

53-3053 38 20 8 10 74 70 79 66 13 14 65 49 27 7 16 31 22

Taxi drivers[1]

53-3054 38 20 8 10 74 70 79 66 13 14 65 49 27 7 16 31 22

Motor vehicle operators, all other[1]

53-3099 29 23 8 15 58 67 81 32 7 24 75 73 30 16 26 25 20

Locomotive engineers

53-4011 34 22 14 51 41 96 95 24 60 39 81 62 56 25 42 44 44

Rail yard engineers, dinkey operators, and hostlers

53-4013 62 28 19 39 35 87 89 49 80 22 90 79 55 45 29 45 34

Railroad brake, signal, and switch operators and locomotive firers

53-4022 38 10 16 26 19 81 89 15 35 18 68 79 41 13 27 27 35

Railroad conductors and yardmasters

53-4031 37 35 11 47 32 79 52 42 34 39 53 69 55 22 68 49 35

Subway and streetcar operators

53-4041 68 11 2 25 81 94 97 47 9 33 81 64 32 9 21 40 21

Rail transportation workers, all other[1]

53-4099 40 25 11 43 39 90 75 35 39 36 68 68 51 20 51 43 37

Sailors and marine oilers

53-5011 18 19 24 23 25 83 90 55 69 45 90 96 22 39 67 34 23

Captains, mates, and pilots of water vessels

53-5021 58 36 45 51 51 82 85 51 86 51 91 80 85 79 72 54 48

Motorboat operators

53-5022 16 22 26 34 68 43 77 56 60 23 92 68 86 9 55 40 18

Ship engineers

53-5031 57 35 53 67 33 82 83 54 67 59 99 73 76 77 75 44 46

Bridge and lock tenders

53-6011 7 32 0 4 31 74 54 20 20 18 64 46 22 2 22 21 16

Parking attendants

53-6021 6 10 1 3 64 24 61 50 4 52 49 75 6 4 17 38 15

Automotive and watercraft service attendants

53-6031 35 23 20 29 90 82 88 44 23 50 90 88 59 32 64 26 18

Aircraft service attendants[1]

53-6032 53 39 55 65 30 95 90 45 64 48 100 70 87 51 79 28 59

Traffic technicians

53-6041 44 76 51 68 44 31 41 29 27 77 68 38 55 43 70 45 46

Transportation inspectors

53-6051 39 45 37 58 44 62 26 23 23 65 48 56 74 72 65 46 64

Passenger attendants

53-6061 38 2 4 12 45 12 33 85 9 18 35 53 4 2 19 46 10

Transportation workers, all other[1]

53-6099 23 20 10 20 66 53 64 49 14 51 68 74 26 16 47 35 24

Conveyor operators and tenders

53-7011 32 11 9 32 6 65 80 52 29 4 83 69 34 29 22 32 25

Crane and tower operators

53-7021 30 17 23 20 15 87 91 11 48 49 90 70 41 19 38 24 28

Dredge operators

53-7031 4 7 12 8 1 6 94 26 38 24 84 63 31 8 39 7 7

Hoist and winch operators

53-7041 9 8 16 36 26 94 92 34 52 35 88 83 70 40 35 23 21

Industrial truck and tractor operators

53-7051 17 21 12 17 25 92 90 22 50 35 82 86 37 73 17 5 15

Cleaners of vehicles and equipment

53-7061 4 17 10 6 34 14 68 27 49 4 72 87 8 34 57 1 2

Laborers and freight, stock, and material movers, hand

53-7062 3 7 7 3 36 52 64 4 43 29 51 91 7 23 26 10 16

Machine feeders and offbearers

53-7063 0 12 3 1 2 24 85 10 8 38 64 71 1 3 28 13 9

Packers and packagers, hand

53-7064 16 27 17 7 19 30 57 30 52 22 57 76 6 15 45 4 5

Stockers and order fillers

53-7065 4 29 15 7 60 15 45 42 22 27 44 84 9 19 26 29 17

Gas compressor and gas pumping station operators

53-7071 60 68 37 45 19 90 78 25 65 44 96 65 45 43 85 23 35

Pump operators, except wellhead pumpers

53-7072 3 32 15 39 9 28 80 3 24 61 90 80 46 82 67 26 44

Wellhead pumpers

53-7073 26 41 33 35 23 45 59 24 47 37 91 75 52 57 69 6 21

Refuse and recyclable material collectors

53-7081 0 3 0 0 14 2 58 0 2 0 73 84 2 0 13 2 4

Tank car, truck, and ship loaders

53-7121 32 37 36 29 29 94 85 30 62 42 83 95 49 70 57 23 40

Material moving workers, all other[1]

53-7199 5 18 10 6 41 38 59 20 34 26 55 87 10 24 29 15 14

Footnotes:

[1] Skills information from similar O*NET-SOC occupation(s) imputed for this occupation. More information can be found in the following file: Crosswalk of O*NET-SOC occupations to National Employment Matrix occupations for skills mapping.xlsx.

Note: Within each skill, if all the skill scores are ordered from highest to lowest, the percentile rank for a detailed occupation is the percentage of the skill scores that are strictly less than the skill score for that occupation. The percentile rank focuses on the relative position of an occupation’s skill score rather than the skill score itself.

Source: Employment Projections program, U.S. Bureau of Labor Statistics

Last Modified Date: August 28, 2025