Yield Analysis Engineer
Core
Improve semiconductor fab yield through advanced data analysis, defect characterization, and root cause investigation.
Role type
Yield Analysis Engineer (Semiconductor Manufacturing)
Builds
Yield improvement initiatives and data-driven corrective actions for memory production
Domain
Semiconductor manufacturing (Memory/Storage)
Deliverable
production ML models | dashboards & analysis
Required skills
Semiconductor manufacturing experience, Semiconductor physics, Transistor operation, Device scaling, Reliability, CMOS circuits, Data analysis tools (JMP, Python), AI/ML tools
Preferred skills
DRAM manufacturing experience, Yield Analysis/RDA experience, Defect inspection, Metrology, Process control, Failure analysis methodologies, AI-assisted analytics
Technologies
JMP, Python, AI tools, Machine Learning
Responsibilities
Monitor probe yields and trends to identify yield excursions, Perform advanced data analysis and develop yield paretos, Apply statistical methods to identify root causes, Partner with Failure Analysis and Process Engineering teams, Develop and share best known methods and automation solutions
Seniority
Mid-level IC