Machine Learning Operations Specialist

General Responsibilities

• The Machine Learning Operations (MLOps) Specialist ensures the stable, reliable, and secure operation of deployed

• Machine Learning (ML) models and the Model Management Platform. The role manages the end-to-end operational

• lifecycle of ML models, including deployment, monitoring, maintenance, incident resolution, platform support, and

• continuous improvement. The MLOps Specialist works closely with Data Scientists, ML Engineers, Platform Engineers,

• and cross-functional teams to sustain model performance and availability in production environments.

• 2 to 4 years experience in MLOps, DevOps, Data Engineering, ML Engineering, or related operational roles

Knowledge

• Machine Learning fundamentals (model behavior, evaluation metrics, drift concepts)
• MLOps tools and platforms (MLflow, Kubeflow, SageMaker, Vertex ...