Senior Data Scientist

Responsibilities and Task

• Production Planning Optimization: Collaborate with domain experts to translate complex production planning problems (e.g., resource allocation, capacity planning) into AI/ML and Agentic solutions.
• Agentic AI Development:
• Design and implement multi-agent systems for Assembly and Test Planning and Operation.
• Build agent orchestration frameworks that coordinate multiple specialized agents (planning, scheduling, resource allocation, quality control).
• Implement tool-using capabilities, function calling, and agent memory systems.
• Implement comprehensive monitoring, logging and observability for agentic systems.
• RAG-LLM Development
• Identify potential data sources for RAG implementation.
• Develop advanced retrieval strategies including hybrid search, re-ranking, and contextual compression.
• Productionalization & Engineering
• Develop and maintain compr...