Senior Data Scientist
Core
Design and implement multi-agent systems and RAG-LLM solutions for production planning optimization in semiconductor manufacturing.
Role type
Senior IC data scientist (agentic AI & LLM) (via careerplan.io/jobs/JR93574-senior-data-scientist-at-micron)
Builds
Agentic AI systems for assembly and test planning, RAG-based retrieval systems, and production optimization tools.
Domain
Semiconductor manufacturing + Generative AI
Deliverable
production ML models | product features
Required skills
Python, LLMs, Agentic AI, Machine Learning, Statistical modeling, RAG implementation, System orchestration, Unit testing, Guardrails design, Performance optimization
Preferred skills
Generative AI/LLM focus, Agentic system architecture, Semiconductor manufacturing domain knowledge (MES/SAP), Resource optimization
Technologies
Google Cloud Platform, Git, Bitbucket, Streamlit, Tableau, Power BI, Docker, Kubernetes
Responsibilities
Translate production planning problems into AI/ML solutions, Design multi-agent systems for planning and scheduling, Develop RAG strategies with hybrid search and re-ranking, Build unit tests and guardrails for LLM outputs, Optimize system latency and cost efficiency, Mentor junior data scientists
Seniority
Senior, hands-on IC
