Data Scientist - Agentic AI / ML
Core
Develop end-to-end AI solutions, including GenAI and LLM projects, to drive operational excellence and maximize profitability in the semiconductor supply chain.
Role type
Senior IC Data Scientist (Agentic AI / ML)
Builds
Production ML models, GenAI architectures, and automated processes for supply chain forecasting and demand planning.
Domain
Semiconductor manufacturing / Supply Chain Analytics
Deliverable
production ML models
Required skills
Python, SQL, PyTorch, Jax, TensorFlow, scikit-learn, MLOps, GenAI/LLM development, agentic AI (agents, reasoning workflows, RAG), forecasting libraries
Preferred skills
None stated
Technologies
PyTorch, Jax, TensorFlow, scikit-learn
Responsibilities
Develop difficult analytical models and algorithms from inception to deployment; Work on GenAI and LLM projects including fine-tuning and embedding-based search; Direct architects to design GenAI solutions for stakeholders; Use data mining and ML for material and demand forecasting; Interface with stakeholders for requirements analysis and KPI determination; Identify opportunities for forecast accuracy improvement; Collaborate with cross-functional teams to gather data on business drivers.
Seniority
Senior, hands-on IC
