PRINCIPAL DATA SCIENTIST, SMAI OI
Core
Design and implement advanced scheduling, optimization, and simulation solutions to drive global innovation and maximize fab performance in semiconductor manufacturing.
Role type
Principal Data Scientist (Smart Manufacturing AI / Operations Intelligence)
Builds
Enterprise-grade scheduling solutions integrating optimization, discrete event simulation, and reinforcement learning for semiconductor production systems
Domain
Semiconductor manufacturing / Smart Manufacturing AI
Deliverable
production ML models | product features
Required skills
Optimization modeling (LP, MIP, meta-heuristics), Discrete event simulation, Reinforcement learning, Factory scheduling, Solver expertise (CPLEX/Gurobi), Large-scale system architecture, Global cross-functional collaboration
Preferred skills
Ph.D. in Industrial Engineering, Operations Research, Computer Science, or Data Science, Exceptional executive communication skills, Direct experience with factory scheduling
Technologies
CPLEX, Gurobi
Responsibilities
Define technical roadmap for smart manufacturing AI solutions, Architect and deliver enterprise-grade scheduling solutions, Develop high-quality data analytics applications, Explore frontier ideas for breakthrough solutions, Collaborate globally to drive continuous improvement, Drive global alignment and benchmarking of solutions
Seniority
Principal, strategy & mentorship
