ML Ops Engineer
- Hiring Organisation
- Circadia Health
- Location
- City of London, London, United Kingdom
Automation Own and extend Circadia’s ML pipeline orchestration using Apache Airflow, including training, evaluation, and deployment workflows. Build and maintain automated pipelines for model retraining, validation, and promotion across development, staging, and production environments. Implement pipeline monitoring, alerting, and failure recovery to eliminate silent failures and 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 ...