Simon Janssen
Simon Janssen· CTO at HappyNurse · FR AI Exposure Map 2026
Business & Finance

Actuaires and AI

Very high exposureAI score 8.5/10 · Business & Finance
8.5out of 10
JPE Score
Net salary
No DARES figure
not published: no DARES median for this occupation's cells
Forecast 2030
-15% to +5%
Employment 2024
28K
DARES, incl. self-employed
Employment growth 2021-2024 (DARES)
+3%
Forecast trend 2025-2030
decline
Part-time
8%
Female share
41%
Sector
Business & Finance

Exposure scores

JPE (Practical Exposure)8.5/10 · Very high exposure
Employment growth 2021-2024 (DARES)+3%

AI exposure explained

What does an AI score of 8.5/10 mean?

Interpretation

Very high exposure: most tasks are susceptible to AI. That does not automatically mean job loss; it means the work itself changes.

High AI exposure combined with an expected decline creates real disruption risk for Actuaires. Workers in this field should build AI-adjacent skills and look at related roles with better prospects.


Forecast 2030

What changes for Actuaires?

Expected employment change, 2025 to 2030
-15% to +5%
Midpoint -5% · Decline and high AI exposure: reorientation advisable
BaseMétiers 2030 projection, without AI0%
Base + AIJPE 8.5/10: −5.5%-5%
Base + AI + roboticsno robotics effect before 2030-5%
Rows add up: the bottom row is the forecast.

The forecast starts from the national projection per occupational family and adds AI and robotics as separate layers. The band of -15% to +5% matters more than the midpoint.

Note: Proxy: all insurance experts (actuaries, loss adjusters, inspectors).

Sources: base France Stratégie / DARES, Les métiers en 2030 (reference scenario) · jobs, growth 2021-2024, part-time and female share: DARES Portraits statistiques des métiers (FAP 2021), 2024 (incl. self-employed and civil servants) · salary: not published (no DARES median for this occupation's cells). Les métiers en 2030 was made on a 2019 base, before generative AI, and differentiates growth per FAP 87 family (FAP 2009); several occupations share a family or are broad proxies. The AI and robotics layers refine per occupation. Salaries are net, not gross.

Read the methodology →


Sector context

Business & Finance and AI

Actuaires belongs to the Business & Finance sector. Occupations in Business & Finance with high AI exposure tend to see significant task restructuring as AI tools handle information-intensive work.


AI tools

Which AI tools are already making an impact?

ChatGPTExcel CopilotTableau AIPennylane AI

Career outlook

Reskilling direction

This occupation is expected to decline and is under serious pressure from AI automation. Invest in the strategic, coordinating or advisory side of your field: it is less likely to become redundant. France Travail and your CPF training account can fund training.


Personal development

Personal development plan

Based on your sector (Business & Finance) and AI exposure level, here are three concrete steps to future-proof your career.

Master AI-powered financial modelling

Analysts using AI produce insights 5x faster

→ Excel Copilot, Tableau AI
Learn EU AI Act compliance frameworks

CNIL and EU regulations create demand for AI governance skills

→ CNIL guidelines, EU AI Act documentation
Build data storytelling skills

AI generates analysis; humans create the narrative

→ Storytelling with Data (Knaflic)

Related occupations

Similar occupations on the map

Cadres administratifs et financiers
AI 7/10·+1% 2030
Business & Finance
Cadres de la comptabilité
AI 8/10·0% 2030
Business & Finance
Consultants en management
AI 7.5/10·0% 2030
Business & Finance
Ingénieurs informatiques
AI 9/10·+4% 2030
Science & Engineering
Avocats
AI 7.5/10·0% 2030
Legal

International

This occupation in other countries

🇺🇸Data Scientists
AI 9/10Data Scientists
🇩🇪Data Scientists und Data Engineers
AI 9/10Data Scientists & Engineers
🇬🇧Data Analysts and Scientists
AI 8/10Data Analysts and Scientists

About this analysis

AI scores are LLM-estimated using the same methodology as the Dutch AI Exposure Map, making scores directly comparable across countries. Employment 2024, growth 2021-2024, part-time and female share from DARES, Portraits statistiques des métiers (FAP 2021, all workers including self-employed and civil servants); salaries are the DARES net median 2023-2025 for employees, not gross. Occupations are mapped to one or more FAP 2021 families; some are broad proxies or share a family. 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. These are modelled scenarios, not predictions. A high AI score does not automatically mean job loss. DARES data under Licence Ouverte 2.0; our dataset CC BY 4.0.

Full methodology, sources and download →


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