Staff Engineer, Global Probe Modeling
Core
Calculate and communicate capital impacts of manufacturing process changes to senior leaders while optimizing network capacity and tool utilization.
Role type
Senior IC operations research engineer (manufacturing planning)
Builds
Manufacturing capacity models, capital planning reports, and AI-enabled workflow tools
Domain
Semiconductor manufacturing / Operations Research / Supply Chain
Deliverable
production ML models | dashboards & analysis | client delivery
Required skills
Linear Programming, Queuing Theory, Statistical Analysis, Python, SQL, Tableau, Production Planning Strategies (BTO/BTT/BTF, EOQ, MRP), Lean Manufacturing, Project Management (CPM, PERT)
Preferred skills
Generative AI tools (Copilot, agents), No-code agents, VBA, Excel
Technologies
Python, JMP, MINITAB, R, Tableau, SQL, Excel, VBA, Copilot
Responsibilities
Optimize installed equipment capacity and lead site-level optimization studies for throughput enhancement; Collaborate with partners to calculate network capacity impacts of process changes; Manage, audit, and validate Probe capacity models to determine network capital requirements; Complete financial analysis for new capital equipment purchases; Design and communicate capital change proposals via reporting tools; Leverage AI tools to automate planning/reporting tasks and summarize data; Utilize Python and traditional methods to automate tasks in planning systems.
Seniority
Senior, hands-on IC
