Senior / Staff Engineer, Front End Central Operations Strategy, Yield Enhancement
Core
Lead strategic initiatives and yield modeling to drive yield improvement across DRAM/NAND/HBM technologies and lead the AI transformation of YMS systems.
Role type
Senior IC yield engineering strategy lead
Builds
Yield improvement methodologies, AI-enhanced YMS systems, and standardized Best Knowledge Models (BKMs) for global fab sites
Domain
Semiconductor manufacturing (Memory/Storage)
Deliverable
production ML models
Required skills
Yield modeling, Pareto analysis, statistical analysis, root-cause analysis, cross-functional leadership, data analytics
Preferred skills
Machine learning, process integration, fabrication process knowledge, Python
Technologies
Yield3, JMP, Python
Responsibilities
Lead high-impact cross-functional initiatives for yield improvement, develop and enhance yield models, deploy BKMs across the global network, partner with Fab and SMAI teams for AI transformation
Seniority
Senior, hands-on IC