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AI-ISCO: Job Evolution Explorer

See how estimated automation risk and AI amplification roll up from nearly 14,000 skills into European occupations.

Source screenshot of AI-ISCO: Job Evolution Explorer
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What it does

The published results are model estimates rather than labor-market measurements, and the committed dataset can be explored without running Jev.

How you can use it

Start by listing the separate tasks or skills in your own workplace roles. Instead of guessing how whole jobs might change, you can evaluate each individual skill first. Your developer can then calculate an overall picture by giving extra weight to the tasks essential for each role.

To generate fresh scores, your developer will need an access key that connects to the TypeSafe scoring service. Remember that these results are model estimates about workplace exposure. They are helpful planning ideas, not actual measurements of the job market.

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