Engineer, Global Probe Modeling
Core
Calculate and communicate capital impacts of manufacturing process changes to drive cost savings and network capacity optimization.
Role type
Senior IC operations research and planning modeling engineer
Builds
Capital impact models, capacity optimization studies, and financial analysis tools for manufacturing networks
Domain
Semiconductor manufacturing operations and supply chain planning
Deliverable
production ML models | dashboards & analysis | client delivery
Required skills
Linear Programming, Queuing Theory, Statistical Analysis, Python, SQL, Tableau, MRP, Lean Manufacturing, Project Management (CPM/PERT)
Preferred skills
Experience with BTO/BTT/BTF strategies, Risk Pooling, EOQ, Lot Sizing
Technologies
Python, Excel, VBA, JMP, MINITAB, R, Tableau, PL, SQL
Responsibilities
Optimize capacity of installed equipment and lead site- and tool-level optimization studies for throughput enhancement; Collaborate with partners to understand future tool and process roadmaps, and calculate network capacity impacts of process changes; Manage, audit, and validate Probe capacity models and systems to determine network capital requirements; Complete financial analysis before new capital equipment is purchased including metrics optimization, process flexibility, capacity sharing and equipment repurpose; Manage network tool utilization strategies to optimize the company's deployed capital; Design, track and communicate capital change proposals to manufacturing senior leaders through reporting tools (e.g. Tableau) and formal presentation; Build and implement tools to audit manufacturing capital efficiency and identify cost reduction opportunities across the company
Seniority
Senior, hands-on IC