Occupation · 2026 assessment
School Psychologist
Works across the student-teacher-parent system on adaptation, bullying, crises and career development.
How risk may change
Une estimation prospective, pas un scénario garanti.
14%2026
21%2028
29%2030
40%2035
Which tasks are exposed
Risk applies to individual tasks—not to a person or an entire occupation.
| Task | Risk |
|---|---|
| Collecting and transferring routine data | 32% |
| Preparing standard documents | 27% |
| Searching and classifying information | 23% |
| Rule-based verification | 19% |
| Analyzing recurring cases | 14% |
| Handling exceptions | 3% |
| Negotiation and alignment | 3% |
| Accountability for final decisions | 3% |
Task map
AI replaces ↔ AI augments
Each task is positioned by AI capability and the degree of human involvement still required.
Human advantage
Work with AI
Low technology impact
Automate
How much AI can perform the task →
How much a human is needed →
- 1Collecting and transferring routine dataAI 32% · human 90%
- 2Preparing standard documentsAI 27% · human 93%
- 3Searching and classifying informationAI 23% · human 88%
- 4Rule-based verificationAI 19% · human 94%
- 5Analyzing recurring casesAI 14% · human 94%
- 6Handling exceptionsAI 3% · human 94%
- 7Negotiation and alignmentAI 3% · human 94%
- 8Accountability for final decisionsAI 3% · human 94%
Why technology can change this work
- some information is already digital
- the work includes repeatable operations
- part of the output can be verified automatically
- technology lowers the cost of routine tasks
What protects the occupation
- accountability for outcomes
- non-standard decisions
- human context and trust
France · before tax
Average pay and outlook
Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.
2026€3 490per month
2035€4 750scenario estimate
Find jobs · France Travail ↗The partner link may contain referral parameters. Data benchmark: Eurostat ↗
Practical next step
Where to move next
Do not restart from zero: carry your experience forward and add scarce skills.
Vocal Teacher
Established resilient roleNew role risk16%
Online Community Safety Manager
Emerging roleNew role risk31%
Digital Wellbeing Specialist
Emerging roleNew role risk20%
AI Adoption Coach
Emerging roleNew role risk19%
Remote Care Coordinator
Emerging roleNew role risk13%
Child Psychologist
Established resilient roleNew role risk13%
Job search and transitions
Find work with a lower risk index
Compare adjacent paths and open a current search for the selected occupation.
Vocal Teacher
Skill fit 70% · risk 16%
Search jobs ↗Online Community Safety Manager
Skill fit 56% · risk 31%
Search jobs ↗Digital Wellbeing Specialist
Skill fit 85% · risk 20%
Search jobs ↗AI Adoption Coach
Skill fit 66% · risk 19%
Search jobs ↗Remote Care Coordinator
Skill fit 49% · risk 13%
Search jobs ↗Child Psychologist
Skill fit 81% · risk 13%
Search jobs ↗Skills you already have
- domain expertise
- communication
- quality control
- process understanding
Skills to build
- AI tools
- data analytics
- process automation
- AI output verification
CurrentSchool Psychologist · 14%
→
Keepdomain expertise · communication · quality control
→
AddAI tools · data analytics · process automation
Sources and update
Mis à jour: 2026-09-27 · Assessment confidence: High
International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure
Около 30 000 задач; глобальная оценка воздействия GenAI по детализированным группам профессий.
World Economic Forum · 2025The Future of Jobs Report 2025
Опрос более 1 000 работодателей, представляющих свыше 14 млн работников в 55 экономиках.
O*NET Resource Center · 2026O*NET Database
Структура профессий, задач, навыков и рабочих контекстов.