Get instant access to the restored job-exposure data plus an easier searchable view so you can see your risk band and act early.
Built from the viral Karpathy scoring dataset restored by Josh Kale.
Search occupations fast instead of scanning a giant chart manually.
See exposure scores side-by-side with job volume and wage context.
Use a simple risk-band view to prioritize your next upskilling moves.
Get direct links to the original map and repo with full credit.
AI Jobs Exposure Resource
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You'll get direct access to the resource page on the thank-you screen and by email.
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