Senior Machine Learning Engineer
MumbaiFull-timeHybrid5–9 yrsPosted 1 week ago
Senior data science role at Morningstar in Mumbai. Needs 5+ years and a B.Tech, B.E. or B.Sc. Hybrid.
About the role
As a Senior Machine Learning Engineer, AI & ML — Data Collection, you will play a critical role in building and scaling the company’s Unified AI/ML Data Collection Platform, enabling standardized, reliable, and scalable machine learning capabilities across the organization.
What you'll do
- AI-Powered Data Collection Systems: Design and develop scalable AI-driven data collection and enrichment workflows across structured and unstructured data sources
- Agentic Frameworks & Model Context Integration: Design and implement agentic workflows and model-to-tool integrations that connect AI models with internal tools, APIs
- Model Deployment & Lifecycle Management: Deploy, maintain, and optimize ML and LLM models in production, including model versioning, CI/CD, experiment tracking
- Observability & Operational Excellence: Implement monitoring, logging, tracing, alerting, cost tracking, model performance monitoring, drift detection
- Innovation & Continuous Improvement: Evaluate emerging AI/ML technologies, LLM frameworks, orchestration tools, vector databases
What you need
- Machine learning
- SQL
- LLMs
- Python
- MLOps
- AWS
Good to have
- CI/CD
- GCP
- System design
- Azure
- Docker
- Kubernetes