Enter your occupation or job title. We match against 86 French occupations and provide a personal AI exposure report with JPE scores, a 2030 forecast, tools and career advice.
Methodology: This scan analyses 86 French occupations. AI exposure scores use the JPE methodology (LLM-estimated; validated against the Felten AIOE index on the US data, r = 0.87). Job counts (2024, all workers), growth 2021-2024, part-time and female share come from DARES, Portraits statistiques des métiers (FAP 2021). Salaries are the DARES net median 2023-2025 for employees: net, not gross, and without the self-employed. The 2030 forecast (JPE-prognose v3) starts from Les métiers en 2030 (France Stratégie and DARES, 2019 base) and adds separate AI and robotics layers.
Important: A high AI score does not automatically mean job loss: the score measures tasks, not jobs. Interpret as directional analysis, not a labour market prediction.
References: DARES Portraits statistiques des métiers · France Stratégie/DARES, Les métiers en 2030 · Full methodology
FR AI Career Scan: What does AI mean for your occupation? | Simon Janssen