Jobs

22 job families built on SOC 2018 and O*NET 31.0. Each family page shows its step on the work ladder, how much of its work direct benchmarks measure, and the benchmarks behind both. Search by job title.

Food service, cleaning, and personal care

21M US jobs · 62 occupations · 1 direct benchmark

Not yet · 9% of the work measured

Healthcare

18M US jobs · 116 occupations · 3 direct benchmarks

Some tasks · 1% of the work measured

Management and business operations

18M US jobs · 91 occupations · 3 direct benchmarks

Some tasks · 10% of the work measured

Office and administrative support

15M US jobs · 55 occupations · 5 direct benchmarks

Most tasks · 25% of the work measured

Sales and marketing

14M US jobs · 25 occupations · 1 direct benchmark

Some tasks · 3% of the work measured

Transportation and material moving

14M US jobs · 57 occupations · 1 direct benchmark

Unmeasured · less than 1% of the work measured

Construction, installation, and repair

13M US jobs · 117 occupations · 0 direct benchmarks

Unmeasured · 0% of the work measured

Education and social services

12M US jobs · 86 occupations · 0 direct benchmarks

Unmeasured · 0% of the work measured

Production and manufacturing

8.6M US jobs · 114 occupations · 0 direct benchmarks

Unmeasured · 0% of the work measured

Protective service

3.8M US jobs · 28 occupations · 0 direct benchmarks

Unmeasured · 0% of the work measured

Finance and accounting

3.1M US jobs · 17 occupations · 3 direct benchmarks

Some tasks · 33% of the work measured

Architecture and engineering

2.6M US jobs · 59 occupations · 2 direct benchmarks

Some tasks · 3% of the work measured

Customer support

2.6M US jobs · 1 occupation · 1 direct benchmark

Some tasks · 57% of the work measured

DevOps, SRE, and IT operations

2.4M US jobs · 11 occupations · 5 direct benchmarks

Some tasks · 21% of the work measured

Software engineering

2.2M US jobs · 7 occupations · 9 direct benchmarks

Most tasks · 47% of the work measured

Design, media, and writing

2.0M US jobs · 45 occupations · 0 direct benchmarks

Unmeasured · 0% of the work measured

Science and research

1.5M US jobs · 66 occupations · 1 direct benchmark

Some tasks · less than 1% of the work measured

Legal

1.3M US jobs · 8 occupations · 3 direct benchmarks

Some tasks · 41% of the work measured

Data and analytics

500K US jobs · 13 occupations · 2 direct benchmarks

Some tasks · 8% of the work measured

Farming, fishing, and forestry

434K US jobs · 14 occupations · 0 direct benchmarks

Unmeasured · 0% of the work measured

Security

191K US jobs · 4 occupations · 7 direct benchmarks

Nearly all tasks · 35% of the work measured

ML and research engineering

37K US jobs · 1 occupation · 3 direct benchmarks

Some tasks · 23% of the work measured