Machine Learning Developer - Développeur en apprentissage automatique
Tasks
- Build end-to-end ML solutions
- Communicate technical risks and trade-offs
- Deploy operationalize and maintain ML models
- Design reproducible data processing pipelines
- Develop, train, and evaluate machine learning models
- Dockerize and containerize ML services
- Extract clean transform and validate datasets
- Implement CI/CD pipelines
- Monitor model drift and performance degradation
- Orchestrate automated retraining and monitoring
- Perform model evaluation and validation
- Prevent data leakage
- Support production debugging and issue resolution
- Write modular production ready Python code
Perks/Benefits
Skills/Tech-stack
AWS | Azure | CI/CD | Cloud Platforms | Cross-validation | Data Leakage Prevention | Data Pipelines | Data Transformation | Data Validation | Data leakage | Docker | GCP | Git | Hyperparameter Tuning | Leakage prevention | MLOps | Machine Learning | Model Drift | Model Evaluation | Model Monitoring | Orchestration | Python | SQL | Version control
Education
N/A
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