Simon Janssen
Simon Janssen· CTO at HappyNurse · FR AI Exposure Map 2026
Elementary

Agents d'entretien and AI

Low exposureAI score 2/10 · Elementary
2out of 10
JPE Score
Median net salary (DARES)
€20K
net per year, employees only
Forecast 2030
-5% to +5%
Employment 2024
719K
DARES, incl. self-employed
Employment growth 2021-2024 (DARES)
0%
Forecast trend 2025-2030
stable
Part-time
44%
Female share
75%
Sector
Elementary

Exposure scores

JPE (Practical Exposure)2/10 · Low exposure
Employment growth 2021-2024 (DARES)0%

AI exposure explained

What does an AI score of 2/10 mean?

Interpretation

Low exposure: AI is unlikely to significantly change this occupation in the near term.

Agents d'entretien has low AI exposure, meaning most tasks require physical presence, interpersonal skills, or tacit knowledge that AI cannot automate in the near term.


Forecast 2030

What changes for Agents d'entretien?

Expected employment change, 2025 to 2030
-5% to +5%
Midpoint 0% · Stable: invest in AI skills
BaseMétiers 2030 projection, without AI+1%
Base + AIJPE 2/10: 0%+1%
Base + AI + roboticseffect from ~2028: −0.5%0%
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 -5% to +5% matters more than the midpoint. Robotics: Autonomous scrubber-dryers are used in stations, airports and hypermarkets against labour shortages; sanitary and detail work stay manual. Noticeable on large floor areas around 2028. (Expert estimate 3/10, effect to 2030 between 0% and −1%.)

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: DARES net median 2023-2025, 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

Elementary and AI

Agents d'entretien belongs to the Elementary sector. Occupations in Elementary with high AI exposure tend to remain relatively stable as the work relies primarily on physical, interpersonal, or contextual skills.


AI tools

Which AI tools are already making an impact?

ChatGPT

Career outlook

AI as an asset

This occupation is not directly threatened by AI. The smartest move is to learn the AI tools that strengthen your work: not because you have to, but because it makes you more productive and valuable.


Personal development

Personal development plan

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

Start using AI assistants for daily tasks

Familiarity with AI tools is becoming a baseline expectation

→ ChatGPT, Google Assistant
Take a free AI literacy course

Understanding AI capabilities prevents both fear and hype

→ France Travail digital courses, Coursera
Identify repetitive tasks to automate

The first step is knowing where AI adds value in your workflow

→ ChatGPT, Zapier AI

Related occupations

Similar occupations on the map

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AI 2/10·-1% 2030
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Éboueurs
AI 2/10·+1% 2030
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Sages-femmes
AI 3.5/10·+8% 2030
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Kinésithérapeutes
AI 3.5/10·+4% 2030
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International

This occupation in other countries

🇩🇪Gebäudereiniger/innen
AI 2/10Building Cleaners
🇬🇧Cleaners and Domestics
AI 2/10Cleaners and Domestics

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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