ENGINEER, IE MODELING
Core
Develop capacity models and validate workstation performance using analytical modeling and discrete event simulation to improve factory efficiency and operational flow.
Role type
Industrial Engineering (IE) Engineer
Builds
Capacity models, simulation environments, and operational flow improvements for manufacturing systems
Domain
Semiconductor manufacturing / Industrial Engineering
Deliverable
production ML models
Required skills
Discrete event simulation, Analytical modeling, Capacity planning, Constraint analysis, SQL, Python, Theory of Constraints (TOC), Bottleneck identification
Preferred skills
AI-assisted tools integration, Digital fluency
Technologies
SQL, Python
Responsibilities
Develop capacity models using static and dynamic parameters, Validate workstation performance across multiple platforms, Identify opportunities to improve capacity and remove constraints, Apply analytical modeling and discrete event simulation techniques, Use SQL and Python to test assumptions and optimize model accuracy, Collaborate with cross-functional teams on performance improvements