ML Ops Engineer

A machine learning operations engineer builds and runs the systems that take machine learning models from a data scientist's notebook to a reliable product. Your days involve setting up pipelines for training and deployment, versioning data and models, monitoring performance in production, and fixing things when predictions drift or services slow down. You work closely with data scientists, software engineers, and cloud or platform teams, and much of your value comes from making their work repeatable and safe to ship.