Machine Learning Engineer
- Hiring Organisation
- Circadia Health
- Location
- City of London, London, United Kingdom
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 … runs. Track dataset lineage, labeling provenance, and feature dependencies alongside model versions. Collaborate with ML engineers and data engineers to formalise dataset release and validation workflows. Monitoring, Observability & Data Quality Build monitoring systems for model performance in production, including data drift detection, prediction quality tracking, and alerting on degradation. Implement ...