Will AI Replace My Job? Vulnerability Score
Paste job description — see AI-takeover risk + timeline
Tick what applies to your daily work:
📚 Learn more — how it works, FAQ & guide Click to expand
Learn more — how it works, FAQ & guide
Click to expand
Will AI Replace My Job? Vulnerability Score
Heuristic AI-takeover risk score informed by Frey/Osborne, Brookings, OpenAI exposure studies. Get vulnerability score + timeline + concrete steps to AI-proof your career.
How to use this tool
- 1
Paste job description
Or daily-task description.
- 2
Tick exposed factors
Repetitive tasks, digital interface, etc.
- 3
See score + timeline
0-100 vulnerability + 5-yr forecast.
Frequently Asked Questions
Is this scientifically validated?
Heuristic — informed by Frey/Osborne (2013), Brookings (2019), OpenAI/UPenn (2023) automation-exposure studies. Real outcomes vary 2-3×. Use as discussion-starter, not career advice.
Which jobs are MOST AI-vulnerable?
Routine cognitive: data entry, basic translation, paralegal research, transcription, copywriting, basic accounting, customer-service Tier 1. AI replaces or 5-10× productivity-augments these.
Which jobs LEAST vulnerable?
Hands-on physical work (plumbing, nursing, construction), high-trust relationship-driven (therapy, M&A advisory), creative+strategic (showrunner, founder, judges).
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100% Privacy. This tool runs entirely in your browser. Your data is never uploaded to any server.