Data Scientist Manager
Core
Lead and manage a high-performing data science team to develop scalable analytics solutions for manufacturing optimization, AI innovation, and strategic business challenges at a semiconductor fab.
Role type
Senior IC Data Science Manager (Manufacturing & AI)
Builds
Production-ready ML models, AI tools, and analytics dashboards for Yield, Quality, Equipment Efficiency, and Labor Productivity.
Domain
Semiconductor manufacturing / Advanced Analytics / Generative AI
Deliverable
production ML models
Required skills
Team leadership and mentorship, Python, SQL, Machine Learning, Generative AI/LLMs, Cloud platforms (GCP/Azure), Model deployment and governance, Stakeholder management, Japanese/English bilingualism
Preferred skills
Semiconductor industry experience, Management of 1+ year, Cost savings track record
Technologies
Python, SQL, GCP, Azure, LLMs, AI agents, Model Context Protocol (MCP)
Responsibilities
Lead, mentor, and grow a team of data scientists; Oversee end-to-end solution development for manufacturing metrics; Drive adoption of cutting-edge AI and Generative AI technologies; Establish best practices for model development and governance; Collaborate with operations and engineering to solve complex strategic challenges.
Seniority
Senior, hands-on IC with management responsibilities
