Engineer, IE Modeling
Core
Develop industrial engineering models to forecast fab capacity, optimize capital expenditure, and bridge the plan-to-performance gap for semiconductor manufacturing.
Role type
Industrial Engineering Modeling Engineer
Builds
Capacity models, capital optimization plans, and production capability strategies for semiconductor fabs
Domain
Semiconductor manufacturing / Industrial Engineering
Deliverable
production ML models | dashboards & analysis | infrastructure
Required skills
Industrial engineering concepts, capacity modeling, statistical data analysis, SQL, relational database modeling, decision analysis tools, wafer projection analysis, capital expenditure analysis
Preferred skills
Experience with technology node transitions, benchmarking workstation performance, scenario planning
Technologies
SQL, statistical data analysis tools, decision analysis tools
Responsibilities
Apply industrial engineering concepts to model capacity thresholds; lead capacity modeling projects coordinating across departments; collaborate with site teams to optimize production capabilities; develop models reflecting fab output capabilities; conduct capacity analysis and propose capital optimization plans; analyze raw data to provide insights for continuous improvement
Seniority
Individual Contributor, specialized technical role
