Data Scientist
- - - - - - - - - - - -
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
Michelin is a world-leading manufacturer of life-changing composites and experiences. Pioneering materials science over more than 130 years, Michelin is uniquely positioned to make decisive contributions to human progress and a more sustainable world.
Drawing on technological leadership in polymer composites, Michelin is constantly innovating to manufacture high-quality tires and components for critical applications in demanding fields as varied as mobility, construction, aeronautics, low-carbon energies, and healthcare.
The care we put into our products and our intimate knowledge of consumer habits enable Michelin to offer its customers exceptional experiences, whether in terms of connected solutions and artificial intelligence for professional fleets, or for discovering the outstanding restaurants and hotels that the MICHELIN Guide recommends.
