Sr. D&T Machine Learning Engineer
MumbaiFull-time10–18 yrsPosted 2 weeks ago
Leadership data science role at Genl Mills in Mumbai. Needs 10+ years and a degree.
About the role
General Mills, Digital and Technology India, is seeking Sr Machine Learning Engineer to join the Enterprise Data Capabilities Organization. This team builds enterprise level scalable and sustainable data and model pipelines to serve the analytic needs of business impacting problem statements. In this role, you are a critical member of the data science team focused to operationalize the ML and AI models, entails model management and monitoring too.
What you'll do
- Design, develop, and maintain end-to-end MLOps pipelines using GCP, Vertex AI, Airflow, Kubeflow, and MLflow
- Build and optimize data ingestion, transformation, deployment, monitoring, retraining, and CI/CD/CT pipelines for production ML solutions
- Implement MLOps best practices , including version control, coding standards, workflow orchestration, and lifecycle management
- Design scalable ML solution architectures and recommend technology stacks aligned with business and technical requirements
- Provide production support , troubleshoot issues, perform root cause analysis, and drive continuous platform improvements
What you need
- Machine learning
- SQL
- MLOps
- Python
- Airflow
- BigQuery
Good to have
- dbt
- R
- GCP
- Kubernetes
- Docker
- Root cause analysis