Staff MLOps Engineer
London, United Kingdom
GBP 90K-110K (estimate) Senior-level Full Time
Tasks
- Build model training pipelines
- Create documentation and runbooks
- Define MLOps architecture
- Detect data drift and prediction drift
- Develop serving infrastructure
- Implement CI/CD for model deployment
- Implement governance and compliance workflows
- Integrate monitoring and observability
- Manage model registry and lineage
- Onboard teams to platform
- Perform build vs buy evaluations
- Write architecture decision records
Perks/Benefits
- Annual leave
- Cycle to work scheme
- Hybrid working
- Learning and development budget
- Life assurance
- Mental health support
- Private health insurance
- Remote work flexibility
- Remote working budget
Skills/Tech-stack
AWS | Amazon ECS | Amazon EKS | Amazon S3 | Audit trails | CI/CD | Data Drift | Data Drift Detection | Databricks | Dataset versioning | Drift Detection | Feature Store | GPU Orchestration | IAM | Infrastructure as Code | Lakehouse | Lineage | MLOps | Machine Learning | Model Monitoring | Model Registry | Model Risk Management | Model Serving | Model risk | Observability | Prediction Drift | Prediction Drift Detection | Risk Management | Terraform | “as-code”
Education
N/A
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