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

Aides-soignants and AI

Low exposureAI score 3/10 · Administrative
3out of 10
JPE Score
Median salary
€29K
Forecast 2030
+2% to +3%
Employment
425K
INSEE growth (5yr)
+7%
Trend
stable
Sector
Administrative

Exposure scores

JPE (Practical Exposure)3/10 — Low exposure
INSEE growth projection (5yr)+7%

AI exposure explained

What does an AI score of 3/10 mean?

Interpretation

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

Aides-soignants 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 Aides-soignants?

Modeled employment change by 2030
+2% to +3%
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 +2% to +3% means employment for Aides-soignants is modeled to grow by 2030. This is a scenario, not a prediction.


Sector context

Administrative and AI

Aides-soignants belongs to the Administrative sector. This sector has an education level index of 2/4, indicating moderate formal education requirements. Occupations in Administrative 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?

Microsoft CopilotChatGPT

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 (Administrative) and AI exposure level, here are three concrete steps to future-proof your career.

Master document and email automation

AI handles 80% of routine correspondence and formatting

Microsoft Copilot, Grammarly
Implement AI scheduling and coordination

Calendar management and booking become hands-free

Microsoft Copilot, Reclaim AI
Optimise workflows with no-code AI

Automate repetitive processes without coding skills

Notion AI, Zapier AI

Related occupations

Similar occupations on the map

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AI 7.5/10·-13% 2030
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Agents administratifs de la fonction publique
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Agents d'accueil et réceptionnistes
AI 6/10·-7% 2030
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Chirurgiens-dentistes
AI 4/10·+0% 2030
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Psychologues
AI 4.5/10·+2% 2030
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International

This occupation in other countries

🇬🇧Nursing Auxiliaries and Assistants
AI 3.5/10Nursing Auxiliaries and Assistants

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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