Lead Machine Learning Engineer (MLops)

About the role

General Mills, Digital and Technology India, is seeking a Lead ML Engineer to join our dynamic and innovative Global Data Science team. In this role, you are a critical member of the data science group focused on leading efforts in migrating ML-based solutions from concept to production-level operational excellence.

What you'll do

• Design, develop, and implement end-to-end MLOps pipelines using GCP, Vertex AI, Kubeflow, and Airflow
• Automate model deployment, monitoring, retraining, logging, and ML pipeline orchestration
• Establish and drive MLOps best practices , including version control, CI/CD, coding standards, and quality assurance
• Optimize ML model performance, deployment processes, cloud infrastructure, and operational efficiency
• Lead production support , troubleshoot issues, perform root cause analysis, and implement preventive solutions

What you need

• 12–22 yrs of experience
• Machine learning
• MLOps
• SQL
• Python
• Airflow
• Statistics
• B.Tech or B.E.

Good to have

• Deep learning
• LLMs
• BigQuery
• GCP
• CI/CD
• Jenkins