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 analytics & AI)
Builds
Production-ready ML models, AI tools, and what-if analysis solutions for Yield, Quality, Equipment Efficiency, and Labor Productivity.
Domain
Semiconductor manufacturing / Advanced Analytics / Generative AI
Deliverable
production ML models | product features
Required skills
Team leadership and mentorship, Python, SQL, modern ML/statistical methods, model deployment and cloud platforms (GCP/Azure), Generative AI/LLMs, AI agents and agentic workflows, data visualization, manufacturing value engineering
Preferred skills
Semiconductor industry experience, 1+ year managing teams
Technologies
Python, SQL, GCP, Azure, LLMs, AI agents, Model Context Protocol (MCP), Agent-to-Agent (A2A)
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 technologies and emerging standards; establish best practices for model governance and validation; translate new AI capabilities into practical business applications.
Seniority
Senior, hands-on IC with management responsibilities
