France AI Exposure MapView the map

What does AI mean for your occupation?

Enter your occupation or job title. We match against 86 French occupations (INSEE PCS 2020) and provide a personal AI exposure report with JPE scores, tools and career advice.

Methodology: This scan analyses 86 UK occupations based on INSEE 2024 employment and salary data, combined with INSEE Enquête Emploi employment trends. AI exposure scores use the JPE methodology (LLM-estimated, cross-validated with Felten AIOE). Historical trends are synthetic (derived from INSEE 5-year growth estimates), not observed employment history. The 2030 forecast combines INSEE momentum with AI disruption pressure calibrated for UK labour market dynamics.

Important: A high AI score does not automatically mean job loss. Software Developers score 9/10 but demand continues to grow. Interpret as directional analysis, not a labour market forecast.

Sources: INSEE 2024 · INSEE Enquête Emploi · Felten AIOE Index · Full methodology

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