NewDay
London, UK
What you will be doing
Support end-to-end deployment of ML models (batch and real-time) from code validation through to production rollout under guidance from senior team members.
Work with Data Science teams to facilitate smooth model handover and ensure deployment readiness aligned with implementation standards.
Build and maintain CI/CD pipelines for model deployment, scoring, and operational monitoring.
Debug and fix pipeline issues including data ingestion problems, model scoring failures, and deployment errors.
Write comprehensive tests for ML pipelines (unit, integration, validation) and implement data quality checks and operational monitoring.
Ensure deployed models meet audit, reconciliation, and governance requirements.
Monitor production models for operational health, troubleshoot failures, and track data/variable drift over time.
Work with Platform Engineers within the team to create reusable MLOps templates and support Data Scientists in...