This role requires a blend of skills in software engineering, machine learning, and operations to ensure the smooth functioning of ML systems in production environments. In this role you will:- Lead the team to design and implement automation for model training, testing, validation, and deployment- Collaborate with machine learning engineers to ensure efficient deployment and scaling of ML models- Implement monitoring and alerting systems to track model performance, system health, and data drift- Optimize compute resources for cost and performance efficiency- Manage model versions to ensure traceability and reproducibility