Job Description
Job Description
:ELLKAY is looking for an MLOps/GenAIOps Engineer to own the end-to-end machine learning operations lifecycle. This role focuses on automating model training, evaluation, deployment, and monitoring workflows while partnering closely with our Full Stack AI/ML Engineers to ensure seamless production deployment of foundation models and classical ML systems. You'll build the infrastructure that enables rapid, safe iteration on AI/ML solutions that impact patient care
Essential Duties & Responsibilities:
AWS SageMaker Operations & Orchestration
•Design and implement SageMaker Pipelines with complex DAG authoring for end-to-end ML workflows including data preprocessing, training, evaluation, and deployment
•Configure and optimize SageMaker Processing Jobs, Training Jobs (PyTorch/HuggingFace containers), and Managed Spot Instances for cost-effective model training
•Manage SageMaker Model Registry with versioning, line...