AI is reshaping the labor market faster than career guidance can keep up. We built this tool to give anyone a clear, honest, data-informed answer to the question everyone is quietly asking: is my job safe?
Every job title in our database is evaluated across four dimensions that research consistently shows predict AI resistance. These aren't guesses — they're grounded in Oxford automation research, BLS occupational data, and O*NET task classification.
Here's how real careers land across the spectrum — from extremely safe to moderate risk:
Our analysis draws on Bureau of Labor Statistics Occupational Outlook Handbook projections, O*NET task and skill classifications, Oxford Martin School automation probability research (Frey & Osborne), and ongoing AI capability benchmarks.
This is a career guidance tool, not a guarantee. AI capabilities are evolving rapidly, and no score is permanent. We update our methodology quarterly as new model capabilities and labor data emerge. Use this as one data point in a broader career decision — not as the only one.
This site is free to use and supported by display advertising. We do not accept sponsored placements or paid rankings. Every score is independent.
100 careers ranked by automation resistance. The insights the mainstream narrative gets wrong — free when you join 1,000+ people tracking AI career risk.
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