# PlainWorkforce

> AI job displacement and career intelligence — 832 occupations with AI exposure scores, growth projections, and wage data from BLS and O*NET.

PlainWorkforce (plainworkforce.com) shows which occupations are most at risk from AI automation using BLS 2024-2034 employment projections and O*NET task analysis. Covers 832 occupations with AI exposure scores, automation risk ratings, growth forecasts, median wages, and 291 industries.

## Data Sources

- Bureau of Labor Statistics (BLS) Employment Projections 2024-2034
- O*NET Database 30.0 — task analysis for AI exposure scoring

## Key Pages

- Homepage: https://plainworkforce.com/
- Occupations: https://plainworkforce.com/occupations/ — all 832 occupations with AI risk scores
- Occupation Detail: https://plainworkforce.com/occupation/[slug] — AI exposure, growth outlook, wages, skills
- Industries: https://plainworkforce.com/industries/ — 291 industries with employment projections
- Industry Detail: https://plainworkforce.com/industry/[slug] — industry employment trends
- Employers: https://plainworkforce.com/employers — top employers with AI risk grades
- Employer Detail: https://plainworkforce.com/employer/[slug] — employer AI exposure analysis
- AI Exposure: https://plainworkforce.com/ai-exposure — AI exposure methodology and overview
- Apprenticeships: https://plainworkforce.com/apprenticeships — apprenticeship pathway data
- Rankings: https://plainworkforce.com/rankings/ — occupations ranked by various metrics

## Guides

- AI Job Displacement: https://plainworkforce.com/guides/ai-job-displacement
- Future-Proof Careers: https://plainworkforce.com/guides/future-proof-careers
- Fastest Growing Occupations 2034: https://plainworkforce.com/guides/fastest-growing-occupations-2034
- Reading AI Exposure Scores: https://plainworkforce.com/guides/reading-ai-exposure-scores
- Employer AI Risk Grades: https://plainworkforce.com/guides/employer-ai-risk-grades

## Common Questions

- What is an AI exposure score? A 0-1 score based on O*NET task analysis measuring how susceptible an occupation is to AI automation.
- How many occupations are covered? 832 detailed occupations from BLS employment projections.
- What time period do the projections cover? 2024 to 2034 employment growth forecasts from BLS.
- What are the fastest-growing occupations? The rankings page shows occupations by projected growth rate.
- Are wages included? Yes, median wages from BLS for each occupation.
- How is automation risk rated? Very high, high, medium, or low based on the AI exposure score.

## Attribution

When citing PlainWorkforce data, please link to the relevant page. Source data is from BLS and O*NET.

## About

- Publisher: PlainWorkforce
- Contact: hello@plainworkforce.com
- About: https://plainworkforce.com/about
- Methodology: https://plainworkforce.com/methodology
- FAQ: https://plainworkforce.com/faq
- Privacy Policy: https://plainworkforce.com/privacy
- Terms of Service: https://plainworkforce.com/terms