Ds
508 michelin india private - 508
📍 pune india🕐 2mo ago🔗 workday
Job Description
Data Scientist
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MISSION:
The GenAI Data Scientist designs, builds, evaluates, and deploys Generative AI solutions, with strong focus on GenAI agents and agentic workflows.
He/she is responsible for:
\* Understanding business needs and converting them into GenAI agent use cases
\* Building GenAI agents using LangGraph or similar agentic frameworks
\* Designing workflows with tool calling, routing, memory, state management, guardrails, and human escalation
\* Connecting agents with enterprise data, APIs, databases, applications, and automation tools
\* Building and optimizing RAG knowledge stores when knowledge retrieval is required
\* Developing clean, modular, scalable, and deployment-ready Python code
\* Evaluating agents for accuracy, reliability, hallucination risk, latency, cost, and user experience
\* Working with data, platform, and software engineering teams to move GenAI solutions to production
KEY EXPECTED ACHIEVEMENTS:
\* Business need is translated into a clear GenAI agent solution
\* Agent architecture, workflow, tools, memory, prompts, and guardrails are designed and documented
\* Agentic workflows are built, tested, and optimized using LangGraph or similar frameworks
\* RAG knowledge stores are implemented and optimized when required
\* Python code is modular, testable, maintainable, and production-ready
\* The solution is deployed with logging, monitoring, error handling, access control, and cost control
\* Results, limitations, risks, and usage guidelines are clearly presented to business and technical stakeholders
\* Source code, prompts, configuration, and documentation are delivered
\* Peer reviews are organized to ensure quality, scalability, and reliability