Salaire Python (France 2025)
Data/ML & Backend: salaires, primes (Pandas/Spark/FastAPI), certifs Cloud & Databricks.
3 200€Junior net/mois
6 600€Senior net/mois
+15–35%Prime stack
Grille salariale
| Niveau | Net/mois | Brut/an | Variable |
|---|
| Junior (0–2) | 3 200–3 700€ | 44–50 k€ | 5–10% |
| Confirmé (2–5) | 4 300–5 200€ | 60–74 k€ | 8–18% |
| Senior (5–8) | 5 600–6 600€ | 78–92 k€ | 12–28% |
| Staff/Lead | 7 000–8 700€ | 98–118 k€ | 15–35% |
Data/ML à Paris: +20% vs régions. Freelance: 500–850€ (Spark + MLOps).
Primes par techno/stack
Pandas/Numpy: +8–12%
PySpark/Spark: +15–25%
Airflow/Orchestration: +10–18%
FastAPI: +10–15%
MLflow/MLOps: +12–22%
Docker/Kubernetes: +12–20%
Cloud Data (BigQuery/Redshift): +12–22%
Certifications utiles
- Databricks Certified Data Engineer/Associate – très valorisé en Data.
- Google Professional Data Engineer – pipelines et BigQuery.
- AWS Data Analytics Specialty – Redshift/Glue/Lake Formation.
- TensorFlow Developer Certificate – pour profils ML appliqués.
Combo gagnant marché 2025: Python + Spark + Cloud + MLOps.
Méthodologie: Offres FR 2024–2025 + panels cabinets + INSEE. MAJ: oct. 2025.