Machine Learning Operations Architect (with medical device experience)
Tasks
- Architect model lifecycle governance
- Build model versioning lineage validation evidence system
- Define retraining triggers for scheduled and drift triggered updates
- Deploy and maintain versioned services and process tracing
- Design CI CD pipeline for model training validation promotion
- Draft predetermined change control plan framework
- Implement model drift and performance monitoring
Perks/Benefits
- Christmas week off
- Hybrid working
- Paid vacation
- Private health insurance
- Professional development bonus
- Training budget
- Udemy access
Skills/Tech-stack
Argo | CI/CD | Change Control | Containerization | Data Engineering | Data Science | Data Versioning | Design Controls | Drift Detection | Infrastructure as Code | Kubernetes | MLOps | MLflow | Machine Learning | Market surveillance | Model Monitoring | Model Validation | Model retraining | Post-Market Surveillance | Python | Python for Data Science | Risk Management | Workflow Orchestration | “as-code”
Education
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