Staff Data Scientist, Global Operations Intelligence, SMAI

Capacity Optimization & Advanced Analytics

• Develop optimization models to improve factory capacity utilization, throughput, cycle time, tool loading, and bottleneck management.
• Build mathematical models for capacity planning, production allocation, constraint identification, and investment prioritization.
• Apply operations research techniques such as linear programming, mixed-integer programming, constraint programming, stochastic optimization, and simulation-based optimization.
• Design algorithms to support factory maxout strategies and identify opportunities to unlock additional capacity without unnecessary capital investment.

Semiconductor Manufacturing Problem Solving

• Partner with manufacturing, industrial engineering, planning, equipment, process, and business teams to understand capacity constraints and operational challenges.
• Analyze tool capability, process flows, product mix, WIP moveme...