Senior Machine Learning Engineer
Core
Senior MLOps engineer responsible for deploying, operationalizing, and monitoring machine learning models in production environments for Coca-Cola's global digital transformation.
Role type
Senior IC MLOps Engineer (Data Platform)
Builds
Scalable, containerized ML pipelines and model endpoints on Azure Kubernetes Service (AKS) and Azure Container Instances (ACS).
Domain
Consumer Goods / Retail / Cloud Infrastructure
Deliverable
production ML models
Required skills
Python, MLOps, CI/CD pipelines, Docker, Kubernetes, Azure Machine Learning, Microsoft Fabric, Git, data pipeline integration, team mentorship
Preferred skills
AWS SageMaker, GCP Vertex AI, Medallion architecture patterns
Technologies
Azure ML, Microsoft Fabric, GitHub Actions, Docker, Kubernetes, AKS, ACS, Python
Responsibilities
Deploy ML models to production using Docker and container orchestration; build and maintain automated CI/CD pipelines for ML workflows; implement monitoring for model performance and data drift; collaborate with data engineering on clean data pipelines; mentor junior MLOps engineers; lead career development and performance reviews.
Seniority
Senior, hands-on IC with mentorship responsibilities
