MR
Senior Data Scientist
Michelin Reifenwerke AG & Co. KGaA
Germany · On-site Senior 1mo ago
About the role
MISSION
The Senior Data Scientist can code, build, and deploy production-ready AI solutions. The ideal candidate is hands-on with Python, LLM frameworks (LangChain, LlamaIndex), and has experience in creating reusable agentic components. You’ll work on integrating both OpenAI and open-source LLMs into scalable, cloud-based solutions that deliver real business value.
KEY EXPECTED ACHIEVEMENTS
Business understanding & Solution implementation
- The business need is understood and formalized in a descriptive datasheet or specifications
- The methods are identified through external researches and selected by their theoretical bases, advantages and drawbacks.
- The results of the analysis or the models are presented to the customers with data visualisation tools indicating the performances and the limits.
- The source code is delivered and explained if necessary.
Technical Capabilities
- Design, build, and deploy LLM-powered applications and agents for automation and workflow optimization.
- Develop reusable agentic components
- Work hands-on with Python, LangChain, and LlamaIndex.
- Leverage OpenAI APIs and open-source LLMs (e.g., GPT, LLaMA, Gemini, etc.).
- Prepare and process structured/unstructured datasets for fine-tuning or training models.
- Deploy scalable solutions on cloud platforms (Azure preferred) and manage the lifecycle with MLOps best practices.
- Stay up to date with the latest GenAI/LLM advancements and apply them to real-world problems.
- Ability to design reusable, production-grade AI components.
- Practical experience with both proprietary (OpenAI) and open-source LLMs.
- Experience deploying solutions on Azure (preferred) or other major cloud platforms.
- Strong problem-solving skills with a focus on building, not theory.
Health of the metier
- The metier is well supported by the data scientist network with proposals for improvements to develop people, technos, processes.
Skills
AzureGPTLangChainLlamaIndexLLaMAOpenAIPython
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