Industrial Engineer
Core
Develop capacity models and optimize production strategies for semiconductor manufacturing to meet fab output requirements and minimize capital expenditure.
Role type
Industrial Engineer (Capacity Modeling & Strategy Optimization)
Builds
Production capacity models, capital optimization plans, and data-driven production strategies for semiconductor fabs.
Domain
Semiconductor manufacturing / Industrial Engineering
Deliverable
production ML models | product features | 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, strategic decision-making.
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 improve 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
