Staff Data Scientist, Global Operations Intelligence, SMAI

Key Responsibilities 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 movement, cycle time, dispatching rules, and factory constraints to recommend optimization opportunities. Support scenario analysis for capacity expansion, product mix changes, technology transitions, and capital planning decisions.

Develop data-driven recommendations that improve decision quality across tactical and strategic planning horizons. Data Science, AI/ML & Decision Intelligence Build predictive and prescriptive analytics models using large-scale manufacturing and planning datasets.

Apply machine learning techniques to forecast capacity demand, identify abnormal patterns, predict bottlenecks, and recommend operational actions. Integrate optimization engines with data pipelines, visualization dashboards, and decision-support tools.

Collaborate with software engineering teams to deploy scalable analytical models into production systems. Stakeholder Engagement & Business Impact Translate complex analytical findings into clear, actionable insights for technical teams and business leaders.

Quantify business impact in terms of capacity gain, cost avoidance, c