Salaire Machine Learning Engineer (France 2025)
ML/LLM + MLOps/Cloud: salaires, primes et certifs reconnues.
3 700€Junior net/mois
7 800€Senior net/mois
+18–40%Prime stack
Grille salariale
| Niveau | Net/mois | Brut/an | Variable |
|---|
| Junior (0–2) | 3 700–4 300€ | 51–60 k€ | 5–12% |
| Confirmé (2–5) | 5 000–6 100€ | 70–86 k€ | 10–22% |
| Senior (5–8) | 6 600–7 800€ | 92–110 k€ | 12–30% |
| Staff/Applied ML | 8 200–10 200€ | 115–145 k€ | 15–40% |
TJM Freelance: 700–1 050€ (LLM production + MLOps).
Primes par techno/stack
LLM (RAG/Agents): +18–35%
MLOps (MLflow/Kubeflow): +15–25%
Optimisation (ONNX/TensorRT): +12–22%
Feature Stores: +10–18%
Cloud AI (Vertex/SageMaker): +12–22%
Certifications utiles
- GCP Professional ML Engineer – référence marché 2025.
- AWS Machine Learning Specialty – MLOps/production.
- Databricks ML Associate – MLflow/Feature Store.
- TensorFlow Developer Certificate – fondamentaux DL.
Méthodologie: Offres FR 2024–2025 + panels cabinets + INSEE. MAJ: oct. 2025.