Sr. Manager, Data Science, SMAI
Core
Lead a team of ~20 data scientists to build analytics, machine learning, and agentic-AI solutions for semiconductor yield, process integration, and manufacturing diagnostics.
Role type
Senior Manager, Data Science (Hands-on technical leadership)
Builds
Agentic AI for engineering diagnostics, photolithography process control, yield ramp acceleration tools, image analytics, and equipment matching analytics.
Domain
Semiconductor manufacturing (DRAM/HBM), Yield Management, Process Integration
Deliverable
production ML models
Required skills
Deep learning, Generative AI, Statistics, Data engineering, MLOps, People leadership, Technical roadmap definition, Cross-functional alignment
Preferred skills
Yield enhancement, Defect analysis, Probe metrology, Photolithography, Process control
Technologies
LLM agents, MCPs, BKMs, Computer vision, SEM, Overlay, R2R control
Responsibilities
Lead and grow the data science team; Define technical direction and roadmap; Drive manufacturing impact by turning yield problems into scoped projects; Partner with engineering networks; Build talent and culture.
Seniority
Senior, hands-on IC manager