Engineer - PLN Ops Modelling
Core
Develop and maintain planning models for production equipment capacities, facilities systems, material flow, and fab metrics to optimize medium-to-long-term production output.
Role type
Senior IC operations modelling engineer (industrial engineering)
Builds
Production capacity and space models for semiconductor fabrication facilities
Domain
Semiconductor manufacturing / Industrial engineering
Deliverable
production ML models | dashboards & analysis
Required skills
Industrial engineering concepts, capacity planning, scenario analysis, project management, cross-functional coordination, capex optimization, Python, SQL, AI tool literacy
Preferred skills
AI-assisted tool integration (Copilot/Claude/Gemini), network optimization, long-term strategy formulation
Responsibilities
Maintain and validate capacity/space models using industrial engineering concepts; Develop models for non-equipment capabilities to meet fab output requirements; Manage complex projects across departments and sites to identify improvement areas; Coordinate site industrial engineering teams to optimize production metrics and capex usage; Analyze metric impacts through scenario analysis; Provide inputs for network optimization and long-term strategy discussions; Integrate AI-assisted tools to improve efficiency and share AI-enabled enhancements
Seniority
Mid-to-Senior, hands-on IC
