Research
New original analyses publish here as they pass our editorial prose-quality and source-fidelity gates. In the meantime, explore the database directly via the rankings and browse pages.
Download the occupation AI-exposure extract cited on this page: occupation-ai-exposure-landscape.csv (CC0).
What can you learn from PlainWorkforce research?
What this research covers
PlainWorkforce research explores AI-exposure and employment projections across 832 occupations in 291 industries, routing each question through live BLS-derived rankings and browse surfaces on this hub.
- 832
- occupations scored
- 291
- industries catalogued
- 4
- research entry points
- 2026
- data vintage year
Surfaces below open rankings, industry browse, and methodology guides from the live occupation AI-exposure mirror; they are descriptive labor statistics, not career advice.
Rankings
SSR-derived leaderboards from the live database.
Browse by Industry Code
Industry-level browse.
Industries
Industry-level browse.
Guides
Methodology and explanations.