Machine Learning Engineer, National Job-Skills Data Office (SIPD)
Tasks
- Build data pipelines
- Collaborate with cross-functional teams
- Deploy machine learning models in production
- Design scalable machine learning systems
- Detect model drift
- Ensure data pipeline reliability
- Implement MLOps workflows
- Maintain data governance compliance
- Monitor model performance
- Optimize machine-learning model performance
- Set up CI/CD pipelines for ML models
Perks/Benefits
- N/A
Skills/Tech-stack
API Integration | Automated retraining | CI/CD | Cloud Computing | Containerization | Data Governance | Data Pipelines | Data Quality | Data Warehousing | Drift Detection | MLOps | Machine Learning | Model Drift | Model Drift Detection | Model Monitoring | Orchestration | PyTorch | Python | SQL | Scikit-learn | TensorFlow | Version control
Education
N/A
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