Lead Platform Engineer
Glasgow Campus, United Kingdom
GBP 70K-85K (estimate) Senior-level Full Time
Tasks
- Build model deployment pipelines
- Coach engineers on ML lifecycle management
- Collaborate with data scientists
- Collaborate with infrastructure teams
- Detect model drift
- Drive reproducibility
- Ensure AI safety compliance
- Ensure model auditability
- Ensure model governance compliance
- Evolve model registries
- Implement CI/CD for ML
- Implement MLflow workflows
- Implement model monitoring frameworks
- Implement rollback strategies
- Optimize Databricks
- Optimize SageMaker
- Perform code reviews
- Promote secure deployment practices
- Track data lineage
- Write Python automation code
- Write Python monitoring code
- Write Python orchestration code
Perks/Benefits
- N/A
Skills/Tech-stack
AI Safety | AWS Step Functions | Airflow | Amazon EKS | Amazon SageMaker | Auditability | CI/CD | Databricks | Drift Detection | Experiment tracking | Feature Store | Kubernetes | Langfuse | Lineage | MLflow | Model Governance | Model Registry | Observability | Python | Rollback | Secure Coding | Step Functions
Education
N/A
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