Every job, mapped from what employers ask for.
Search any job to see the responsibilities your AI can work from, each written by an employer and shown with its source link and date, from 2.4 million postings.
Where the hiring is, across 923 occupations
Tap a job family to see its occupations
- Occupation: one of 923 official U.S. government jobs.
- Role: a job title in an employer's words.
- Responsibility: one line an employer wrote about the work.
Employers ask for far more than benchmarks test.
Responsibilities from real postings reach 7,229 of the 18,797 tasks the U.S. government lists, in 684 of its 923 occupations, counting a task once 5 or more responsibilities match it. Mercor's benchmark map, which counts the tasks AI benchmarks test, finds 924 tasks in 208 occupations at a matching bar of 5 or more test prompts. The two counts measure different things: a test prompt checks whether AI can do a task, and a posting is an employer asking for that work to get done. With Phasis, your AI starts from that wider picture of the work employers actually ask for.
- 7,229
Tasks employers ask for, matched 5 or more times in postings
- 924
Tasks AI benchmarks test, from Mercor's benchmark map
- 837 of 923
Occupations with at least 20 postings
How we built it
Read
We read 2.4 million postings from 43,886 employers, September to October 2026, and grouped them into 397,886 roles, the job titles as employers write them.
Place
We placed 176,854 of those roles, holding 1,721,539 postings, on the government's official list of 923 occupations.
Match
We matched each responsibility to the government's tasks for its occupation; a task with 5 or more matches counts as covered, 7,229 tasks in all.
In a check of 100 placements, about 3 in 4 were confirmed.
Built on O*NET data
This page includes information from the O*NET 30.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. O*NET® is a trademark of USDOL/ETA. Phasis has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications.
License: creativecommons.org/licenses/by/4.0O*NET® data: onetcenter.org database releasesDownload our list of changes
Every responsibility here, ready for your AI.
Connect Phasis to claude.ai, Cowork or ChatGPT for free, and your AI works from the real responsibilities of your job.
Connect PhasisSources
- 2.4 million postings, 43,886 employers and 397,886 roles: the Phasis World of Work, public postings read Sep 18 to Oct 29, 2026.
- 176,854 roles placed and 1,721,539 postings: our placement of roles on U.S. government occupations.
- 923 occupations and 18,797 tasks: O*NET 30.0, from the U.S. Department of Labor.
- 7,229 tasks in 684 occupations, and 837 occupations with 20 or more postings: our match of responsibilities to O*NET tasks.
- 924 tasks in 208 occupations: Mercor's benchmark map, a study of which tasks AI benchmarks cover. mercor.com/research/labor-index/benchmark-map