What it measures
- AI applicability by occupation (6-digit SOC 2018)
What it does not measure
Most misreadings of labor data come from asking a dataset a question it was not built to answer. These are the limits worth holding onto.
- Whether jobs will be replaced
- Adoption by employers
Update cadence
Static research release; checked annually.
Occupation pages name the specific release behind each figure and when it was imported, so you can see how current a number is rather than assuming it is new. More on that on about the data.
How JobMarketHealth uses it
- Exposure context on the AI & Jobs page and occupation AI panels.
- Research data, CC BY 4.0. Never an input to the Job Market Health score.
Where it sits
This dataset is AI & Jobs research context. It is never an input to the Job Market Health score. Read the methodology.
Official source
Microsoft Research (Tomlinson et al., 2025) publishes Working with AI: AI applicability. JobMarketHealth organizes and derives from that public data and is not its publisher.
Microsoft Working with AI data
Ready to look at an occupation? Search occupations to see the score, wage context and outlook for a specific job.