Yield Analysis Engineer
Core
Identify and characterize yield issues in semiconductor manufacturing using statistical tools, data mining, and AI-enabled solutions to quantify gaps between target and actual yields.
Role type
Yield Analysis Engineer (Semiconductor Manufacturing)
Builds
Yield improvement strategies and automated analytics workflows for memory and storage products
Domain
Semiconductor manufacturing (DRAM, NAND, NOR) and data analytics
Deliverable
production ML models | dashboards & analysis
Required skills
Semiconductor physics, transistor operations, CMOS circuits, statistical analysis, data mining, JMP, Python, defect inspection, metrology, process control
Preferred skills
DRAM experience, Master's in Computer Science, Yield Analysis/RDA experience in MFG/HVM
Technologies
JMP, Python, AI-enabled solutions, automation frameworks
Responsibilities
Track probe yields and trends to identify root causes; generate yield pareto charts; correlate electrical signals with probe signatures; partner with Failure Analysis teams; drive cross-site collaboration and standardization; develop common dashboards and best practices; apply AI/automation to enhance yield analysis workflows.
Seniority
Mid-level IC (2-4 years experience)
