ML Engineer
Building, training, and deploying machine learning models to production
Level:
Machine Learning & AI
9 skills · 45 requirements| Skill | Junior | Middle | Senior | Lead | Principal |
|---|---|---|---|---|---|
| Classical Machine Learning | |||||
| Classical ML (scikit-learn) | Awareness | Working | Advanced | Advanced | Expert |
| Gradient Boosting | Awareness | Working | Advanced | Advanced | Expert |
| Deep Learning | |||||
| PyTorch | Awareness | Working | Advanced | Advanced | Expert |
| MLOps | |||||
| MLflow | Awareness | Working | Advanced | Advanced | Expert |
| Model Serving | Awareness | Working | Advanced | Advanced | Expert |
| Feature Stores | Awareness | Working | Advanced | Advanced | Expert |
| Experiment Tracking | Awareness | Working | Advanced | Advanced | Expert |
| ML Pipelines | Awareness | Working | Advanced | Advanced | Expert |
| Model Monitoring | Awareness | Working | Advanced | Advanced | Expert |