ML Engineer I
MumbaiFull-time5–7 yrsPosted 1 week ago
Senior data science role at UST in Mumbai. Needs 5–7 years.
About the role
Ship end to end, API, workflow orchestration and the front end needed for Ops to review and act on exceptions. Must have Agent frameworks and tool/function calling. Cloud native delivery on Azure/AKS, containers, CI/CD. Workflow orchestration experience, Temporal preferred.
What you'll do
- Build production Gen AI and agentic components inside our operations platforms, primarily document and email reading, extraction
- Design prompt and configuration driven pipelines so a reader built for one workflow can be extended to another asset class or servicer without a code rewrite
- Own the accuracy and control layer, deterministic validation, exception routing, evaluation harnesses and regression testing of model outputs
What you need
- Machine learning
- SQL
- C#
- .NET
- TypeScript
- Python
Good to have
- Snowflake
- IAM
- React
- LLMs
- Prompt engineering
- Regression testing