106 occupations. AI exposure. 2030 forecast.
Every major UK occupation scored on AI exposure using the JPE methodology. Career advice. Free. Open data. Same method as the NL, US, Germany and France map.
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106 UK occupations at a glance
Tile size represents employment. The larger the tile, the more people affected. Click an occupation for a detailed analysis.
Sources: jobs, part-time and female share from the ONS Annual Population Survey (Nomis NM_218_1), 2025 Β· salaries from ASHE 2024 Β· forecast base DfE Labour market and skills projections 2020 to 2035 (Working Futures), baseline, plus AI and robotics layers (JPE-prognose v3) Β· Working Futures differentiates growth only at the level of 26 occupational sub-major groups; the AI and robotics layers refine per occupation Β· CC BY 4.0
Click a tile to open the full analysis Β· hover for a preview
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Gainers and decliners 2030
The ten occupations with the weakest and the ten with the strongest expected change to 2030 (midpoint of the forecast band). The band per occupation is on its own page and matters more than the midpoint.
Strongest decline
Strongest growth
Explore by sector
106 occupations across 19 sectors. Sorted by average AI score.
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Also available for NL, US, Germany and France
Same JPE methodology, different labour markets. Compare how AI lands differently across five countries.
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All datasets free under CC BY 4.0. Download, embed, or access via API.