Lead Machine Learning Engineer (MLops)
MumbaiFull-time12–22 yrsPosted over a month ago
Leadership data science role at Genl Mills in Mumbai. Needs 12+ years and a B.Tech or B.E..
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
- Machine learning
- MLOps
- SQL
- Python
- Airflow
- Statistics
Good to have
- Deep learning
- LLMs
- BigQuery
- GCP
- CI/CD
- Jenkins