Professeurs agrégés et certifiés and AI
Exposure scores
What does an AI score of 5.5/10 mean?
Moderate exposure: parts of this work can be assisted by AI. The role will evolve but not disappear.
For Professeurs agrégés et certifiés, AI exposure is moderate: some tasks will be assisted or automated, but the occupation as a whole is expected to evolve rather than disappear. Staying current with AI tools in the field is the key adaptation.
What changes for Professeurs agrégés et certifiés?
The forecast starts from the national projection per occupational family and adds AI and robotics as separate layers. The band of -10% to +5% matters more than the midpoint.
Education and AI
Professeurs agrégés et certifiés belongs to the Education sector. Occupations in Education with high AI exposure tend to experience selective automation of routine tasks while human judgment remains central.
Which AI tools are already making an impact?
Deepen the human side
AI is changing parts of this work, but the jobs are expected to remain. Focus on the tasks where human judgment, relationships or creativity are central: those become more valuable. Combine that with strong AI skills.
Personal development plan
Based on your sector (Education) and AI exposure level, here are three concrete steps to future-proof your career.
Adaptive learning paths improve student outcomes by 30%
→ Khan Academy AI, NotebookLMAI tutors complement classroom instruction for every level
→ Pix, KhanmigoInstant, detailed feedback frees up time for mentoring
→ Grammarly, Turnitin AI