MogiGB Corp
Data ML Ops Senior Engineer
Full-time
About the job
• Collaborate with Data Scientists, AI Engineers, and Software Engineers to build robust ML pipelines. • Automate deployment of ML models to production environments (CI/CD for ML). • Implement model monitoring, logging, versioning, and lifecycle management. • Optimize model performance and ensure reproducibility and scalability. • Work with cloud platforms (AWS, GCP, or Azure) to manage compute resources and infrastructure. • Integrate ML models into APIs or applications for real-time and batch inference. • Apply best practices in MLOps: data validation, drift detection, testing, rollback strategies. • Maintain ML metadata and experiment tracking systems. • Ensure compliance with data...