Simon Janssen
Simon Janssen· CTO at HappyNurse · FR AI Exposure Map 2026
Science & Engineering

Techniciens de laboratoire and AI

Moderate exposureAI score 5/10 · Science & Engineering
5out of 10
JPE Score
Median net salary (DARES)
€25K
net per year, partly the median of the parent DARES family
Forecast 2030
-15% to -5%
Employment 2024
61K
DARES, incl. self-employed
Employment growth 2021-2024 (DARES)
-1%
Forecast trend 2025-2030
decline
Part-time
12%
Female share
63%
Sector
Science & Engineering

Exposure scores

JPE (Practical Exposure)5/10 · Moderate exposure
Employment growth 2021-2024 (DARES)-1%

AI exposure explained

What does an AI score of 5/10 mean?

Interpretation

Moderate exposure: parts of this work can be assisted by AI. The role will evolve but not disappear.

AI exposure for Techniciens de laboratoire is moderate, but employment is still expected to decline, driven mainly by the long-term decline in employment (2013-2019 and 2021-2024) and the Métiers 2030 projection for this occupational family. Look at related roles with better prospects and at the tasks that stay human.


Forecast 2030

What changes for Techniciens de laboratoire?

Expected employment change, 2025 to 2030
-15% to -5%
Midpoint -9% · Declining occupation: look at related growth occupations
BaseMétiers 2030 projection, blended with the DARES trend 2013-2019 and 2021-2024 (long-term decline)-8%
Base + AIJPE 5/10: −1.2%-9%
Base + AI + roboticsautomation already part of the Métiers 2030 projection trend, no extra effect-9%
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. Robotics: Automated analysers and sample-handling lines in medical labs (large chains) are scaled and in the trend; little extra acceleration before 2030. (Expert estimate 3/10, already part of the trend in the Métiers 2030 projection, so no extra effect is counted.)

Note: Industrial analysis labs and medical labs only; R&D technicians are excluded.

Note: The long-term decline rule is triggered by a break in the DARES series before 2019; employment grew about 40% from 2019 to 2024 (partly Covid testing). Treat the expected decline as uncertain.

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, for codes without an own figure the median of the parent occupational family, 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

Science & Engineering and AI

Techniciens de laboratoire belongs to the Science & Engineering sector. Occupations in Science & Engineering with high AI exposure tend to experience selective automation of routine tasks while human judgment remains central.


AI tools

Which AI tools are already making an impact?

GitHub CopilotChatGPTMATLAB CopilotAutoCAD AI

Career outlook

Reskilling direction

This occupation is expected to decline, mainly due to lower demand, the long-term employment trend or automation of physical work rather than AI. 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 (Science & Engineering) and AI exposure level, here are three concrete steps to future-proof your career.

Master AI pair programming

Developers using AI tools are 2-3x more productive

→ GitHub Copilot, Cursor
Learn prompt engineering for code

Directing AI effectively is a core dev skill now

→ Anthropic docs, OpenAI cookbook
Build AI-integrated apps

Every application will have an AI layer within 3 years

→ LangChain, Vercel AI SDK

Related occupations

Similar occupations on the map

Ingénieurs informatiques
AI 9/10·+4% 2030
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Ingénieurs et cadres techniques
AI 6.5/10·+7% 2030
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Chercheurs
AI 7/10·+2% 2030
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Dirigeants d'entreprise
AI 5.5/10·+2% 2030
Management
Cadres commerciaux
AI 6.5/10·+4% 2030
Retail & Sales

International

This occupation in other countries

🇬🇧Laboratory Technicians
AI 5/10Laboratory Technicians

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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