UK AI Exposure MapView the map

What does AI mean for your occupation?

Enter your occupation or job title. We match against 106 UK occupations and provide a personal AI exposure report with JPE and Felten scores, tools and career advice.

Methodology: This scan analyses 106 UK occupations. AI exposure scores use the JPE methodology (LLM-estimated, cross-validated with Felten AIOE).Job counts, part-time and female share come from the ONS Annual Population Survey (Nomis NM_218_1), 2025, on SOC 2020; salaries from ASHE 2024. The 2030 forecast starts from the DfE Working Futures baseline and adds separate AI and robotics layers.

Important: A high AI score does not automatically mean job loss. Software developers score 9/10, and their UK employment grew between 2021 and 2025. The 2030 forecast is a directional scenario with a band, not a precise prediction.

Sources: ONS Annual Population Survey 2025 · ASHE 2024 · DfE Working Futures · Felten AIOE Index · Full methodology

UK AI Career Scan — What does AI mean for your occupation? | Simon Janssen