ML Ops Engineer
- Hiring Organisation
- Circadia Health
- Location
- London Area, United Kingdom
ensure operational reliability. Design pipeline architectures that support rapid experimentation while enforcing production-grade reproducibility. Model Deployment & Serving Deploy and manage ML models on AWS infrastructure (e.g. AWS Batch for batch inference workloads). Support deployment of models to edge devices, including Circadia’s clinical monitoring hardware, working with firmware … quality and pipeline reliability for ML feature inputs. Develop incident response procedures and runbooks for ML system failures. Infrastructure & Cost Optimisation Manage and optimise AWS compute resources (Batch, EC2, or similar) used for model training and inference. Design infrastructure-as-code solutions for reproducible ML environments. Drive cost optimisation across ...