Work directly with the data
Tools & Calculators
Free, no-sign-up tools that let you compare occupations and estimate workforce demand using plainworkforce's BLS + O*NET data.
- 2
- Interactive tools
- 1,965
- Employers graded
Answer at a glance
PlainWorkforce's tools let you compare occupations and estimate projected workforce demand using BLS Employment Projections for 2024–2034 and O*NET task data. Results are interactive summaries of the published data, designed for exploration rather than a prediction or recommendation about any individual career decision.
Home health and personal care aides is #1 of 832 occupations by employment (4.3M, AI exposure rank #392 at 35%) vs. Bookkeeping, accounting, and auditing clerks #1 by AI task exposure (95%, employment rank #17 at 1.6M).
Employer AI-risk grades
Exclusive cut of 1,965 graded employers by PlainWorkforce AI-risk letter. Orthogonal to the occupation employment≠AI dual above: tools that compare occupations sit next to this employer-side inventory.
Download the occupation AI-exposure extract cited on this page: occupation-ai-exposure-landscape.csv (CC0).
- Workforce Comparison Tool Put two occupations side by side — AI-exposure score, projected 2024–2034 growth, median wage, and education — to see which is the safer, faster-growing bet. Open tool →
- Workforce Demand Estimator Estimate how an occupation’s employment is projected to shift through 2034 from BLS data, and how exposed its tasks are to AI automation. Open tool →
All tools run in your browser on official BLS Employment Projections (2024–2034) and O*NET task data, no sign-up, nothing stored. See our methodology.