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

Entraîneurs sportifs and AI

Low exposureAI score 2.5/10 · Education
2.5out of 10
JPE Score
Median salary
€29K
Forecast 2030
+4% to +5%
Employment
66K
INSEE growth (5yr)
+5%
Trend
growth
Sector
Education

Exposure scores

JPE (Practical Exposure)2.5/10 — Low exposure
INSEE growth projection (5yr)+5%

AI exposure explained

What does an AI score of 2.5/10 mean?

Interpretation

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

Entraîneurs sportifs has low AI exposure and strong growth momentum. This occupation benefits from human-centric demand drivers that AI cannot easily replicate.


Forecast 2030

What changes for Entraîneurs sportifs?

Modeled employment change by 2030
+4% to +5%
Disruption risk: Medium

This model combines INSEE Enquête Emploi projections (interpolated to 2030) with an AI disruption factor calibrated for the UK labour market (flexible employment, moderate union density, NHS workforce dynamics). A range of +4% to +5% means employment for Entraîneurs sportifs is modeled to grow by 2030. This is a scenario, not a prediction.


Sector context

Education and AI

Entraîneurs sportifs belongs to the Education sector. This sector has an education level index of 3/4, indicating higher formal education requirements. Occupations in Education 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

Low exposure — Leverage AI to enhance your strengths

Direct AI impact is limited, but the world around you is changing. Use AI where it supports your work and keep investing in what makes this occupation uniquely human.


Personal development

Personal development plan

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

Design AI-enhanced curricula

Adaptive learning paths improve student outcomes by 30%

Khan Academy AI, NotebookLM
Implement personalised learning tools

AI tutors complement classroom instruction for every level

Pix, Khanmigo
Automate assessment and feedback

Instant, detailed feedback frees up time for mentoring

Grammarly, Turnitin AI

Related occupations

Similar occupations on the map

Professeurs agrégés et certifiés
AI 5.5/10·-5% 2030
Education
Professeurs des universités
AI 6.5/10·-5% 2030
Education
Chercheurs
AI 7/10·-8% 2030
Education
Chirurgiens-dentistes
AI 4/10·+0% 2030
Healthcare
Sages-femmes
AI 3.5/10·+2% 2030
Healthcare

International

This occupation in other countries

🇬🇧Sports Coaches and Instructors
AI 2.5/10Sports Coaches and Instructors

About this analysis

AI scores are LLM-estimated using the same methodology as the Dutch AI Exposure Map, making scores directly comparable across countries. The JPE methodology score is shown as an academic reference. Employment and salary data from INSEE 2024. A high AI score does not automatically mean job loss — Software Developers score 9/10 but INSEE data shows continued strong demand. The 2030 forecast interpolates INSEE employment projections to a 2030 horizon and adjusts with AI disruption pressure. These are modeled scenarios, not predictions. All data CC BY 4.0.

Full methodology, sources and download →


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