New opportunity

Principal Machine Learning Operations Engineer

Definitive Healthcare · Framingham, United States

About this role

Hands-on Principal MLOps Engineer & Functional Lead to architect, build, and scale next-generation Machine Learning and Generative AI infrastructure, designing unified, automated, and secure pipelines for training and deploying predictive and Generative/Agentic AI systems and establishing MLOps best practices while mentoring senior engineers.

Skills for this role

MLOpsMachine LearningGenerative AIAgentic AIRetrieval Augmented Generation (RAG)CI/CDML pipelinesData pipelinesFeature storeVector storeWorkflow orchestrationModel trainingParameter-efficient fine-tuningModel inference optimizationCachingCompute distributionModel registryVersion controlLineage trackingAWSAutoscalingModel monitoringData drift detectionPythonTensorFlowPyTorchDatabricksTechnical mentorshipArchitectural design