Machine Learning Ops Engineer
- Hiring Organisation
- CMC Markets UK Plc
- Location
- City of London, London, United Kingdom
- Employment Type
- Permanent
vs. inference requirements Batch vs. streaming data pipelines Failure modes in data-driven systems Hands-on experience with at least one modern orchestration or workflow system Comfort working with cloud infrastructure and containerized workloads Ability to reason about system design, not just tool usage Nice-to-Have Experience operating systems … high-reliability production environments Tech Stack (Current & Expected Evolution) Languages: Python (core) ML & Data: PyTorch/similar frameworks, experiment tracking, structured datasets Pipelines & Orchestration: Workflow schedulers for batch and near-real-time processing Deployment: Containers, model serving frameworks, infrastructure-as-code Observability: Metrics, logging, and alerting across data and model ...