Data Scientist
| Salaire médian (USD/an) | 112590 |
|---|---|
| Croissance projetée (%) | 34 |
| Exposition (β) | 59 |
| Exposition maximale (ζ) | 94 |
| Source | eloundou |
| Ce que l'IA change | Data cleaning and model prototyping accelerate Visualization and code are AI-assisted Business framing and ethics remain human |
| Compétences à construire | LLM engineering · MLOps · governance |
| Formations pour rester en avance | MLOps & AI Model Deployment · Coursera · 2 sem. · 89 · You oversee automated cleaning and training pipelines instead of coding everything by hand. GenAI Coding & Automation for Data Analysis · Coursera · 2 sem. · 86 · You validate AI-generated code and visualizations instead of writing everything yourself. Generative AI Engineering with LLMs · Coursera · 12 sem. · 92 · You direct generative AI systems across the whole data pipeline instead of building it piece by piece. LLM Engineering · DeepLearning.AI · 6 sem. · 88 Responsible AI & Data Governance · Coursera · 3 sem. · 80 Data Governance & AI · Coursera · 4 sem. · 76 |
| Métiers de pivot | AI/ML Engineer · 140000 · 25 · 68 Data Architect · 145000 · 20 · 55 AI Product Manager · 140000 · 15 · 50 |
| Écarts de compétences à combler | MLOps / production deployment Data architecture Governance & product |
| expositionGpt4 | 75 · 100 |