Principal Machine Learning Engineer
London - 22 Bishopsgate, United Kingdom
GBP 80K-105K (estimate) Senior-level Full Time
Tasks
- Architect production machine learning systems
- Build CI CD for machine learning
- Define deployment and orchestration patterns
- Define governance frameworks for model performance and impact
- Drive ML platform strategy and standards
- Ensure secure and compliant ML operations
- Implement model monitoring alerting and observability
- Integrate ML services with data and application ecosystems
- Lead machine learning engineering and MLOps
- Manage model retraining and lifecycle
- Own incident management for ML services
- Provide technical mentorship to ML teams
Perks/Benefits
- N/A
Skills/Tech-stack
APIs | AWS | Alerting | Automated testing | Azure | Batch Model Serving | CI/CD | Docker | GCP | Git | Incident Response | Infrastructure as Code | Logging | MLOps | Machine Learning | Model Serving | Monitoring | OOP | Observability | Online model serving | Python | Retraining | SQL | Terraform | “as-code”
Education
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