Analysis of 143 million American jobs and their degree of exposure to AI automation.
Each rectangle represents an occupation. The area is proportional to the number of workers. The color shows the degree of AI exposure — from green (low) to red (high).
Some occupations will be automated. Others will thrive with new tools. The chart positions each occupation at the intersection of risk and potential gain.
Compare states by exposure, pay, and employment volume.
All 342 occupations with scores, salaries, and outlook.
Ask questions in English about the data.
Visualization of 342 occupations from the Bureau of Labor Statistics, covering approximately 143 million jobs. Each rectangle has area proportional to total employees. The color indicates the selected metric.
Data: Employment totals, median annual pay, and typical education from BLS Occupational Outlook Handbook. AI scores (exposure, advantage, growth, and opportunity) were estimated by LLM considering the US labor market context.
Each dot represents an occupation. The horizontal axis measures AI exposure (automation risk) and the vertical measures opportunity (potential to benefit from AI). Dot size is proportional to number of employees.
Search your occupation to see a complete assessment with risk analysis, recommendations, and comparisons.
Analysis of AI's differential impact by gender and race in the US labor market.
State-by-state view of the labor market and AI exposure.
Complete table with all 342 occupations. Click column headers to sort.
Ask questions in English about occupations, salaries, automation risk, and job outlook.