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 transform YMS systems.
Role type
Senior/Staff Yield Engineering Strategy Lead
Builds
Yield improvement methodologies, AI-transformed YMS systems, and standardized Best Knowledge Models (BKMs) for global fab operations.
Domain
Semiconductor manufacturing (Memory/Storage: DRAM, NAND, HBM)
Deliverable
production ML models | dashboards & analysis | client delivery
Required skills
Yield engineering, data analytics (Yield3, JMP, Python), statistical/machine learning, root-cause analysis, process integration concepts, model-based problem solving
Preferred skills
Process/Product Integration, fabrication processes, probe/backend/reliability implications, AI transformation
Technologies
Yield3, JMP, Python
Responsibilities
Lead cross-functional initiatives for yield improvement, develop and enhance yield models, deploy BKMs across global network, partner with Fab and SMAI teams for AI transformation
Seniority
Senior/Staff, hands-on IC with strategic leadership
