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

Contrôleurs de gestion and AI

High exposureAI score 8/10 · Business & Finance
8out of 10
JPE Score
Median net salary (DARES)
€38K
median of the shared DARES family L5X90, no own figure
Forecast 2030
-10% to +10%
Employment (estimate)
≈ 75K
no own DARES family, not in totals
Forecast trend 2025-2030
stable
Sector
Business & Finance

Exposure scores

JPE (Practical Exposure)8/10 · High exposure

AI exposure explained

What does an AI score of 8/10 mean?

Interpretation

High exposure: many tasks in this occupation can be automated or AI-assisted. Adaptation is key.

High AI exposure changes the work of Contrôleurs de gestion substantially, but employment is expected to stay roughly stable. Where AI takes over routine tasks, the role shifts toward judgement, client contact and oversight.


Forecast 2030

What changes for Contrôleurs de gestion?

Expected employment change, 2025 to 2030
-10% to +10%
Midpoint 0% · Work changes strongly through AI, jobs remain
BaseMétiers 2030 projection, without AI+5%
Base + AIJPE 8/10: −4.9%0%
Base + AI + roboticsno robotics effect before 20300%
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 -10% to +10% matters more than the midpoint.

Note: No own DARES family: shares the administrative and financial managers family (L5X90); not counted in totals.

Sources: base France Stratégie / DARES, Les métiers en 2030 (reference scenario) · jobs: estimate (no own DARES family, not counted in totals) · salary: DARES net median 2023-2025 of the shared family L5X90 (no own figure), employees only. 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

Contrôleurs de gestion 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

Deepen the human side

AI is changing parts of this work, but the jobs are expected to remain. Focus on the tasks where human judgment, relationships or creativity are central: those become more valuable. Combine that with strong AI skills.


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
Cadres commerciaux
AI 6.5/10·+4% 2030
Retail & Sales
Ingénieurs informatiques
AI 9/10·+4% 2030
Science & Engineering

International

This occupation in other countries

🇺🇸Accountants and Auditors
AI 8/10Accountants and Auditors
🇩🇪Steuerberater/innen
AI 8/10Tax Advisors
🇬🇧Chartered Accountants
AI 8/10Chartered Accountants

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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