YE Engineer
Core
Analyze inline/param/probe/DOE data to identify yield detractors and drive continuous improvement in semiconductor manufacturing.
Role type
Yield Engineer (Semiconductor Manufacturing)
Builds
Memory and storage solutions (DRAM, NAND, NOR)
Domain
Semiconductor manufacturing / Memory technology
Deliverable
production ML models
Required skills
Semiconductor device physics, Statistical analysis, Root-cause analysis (FMEA, 8D, SPC), JMP, Python, SQL, Data-driven decision making
Preferred skills
Automation, Machine learning, AI-driven analysis, SPC, DOE, FDC/EDA, Defect inspection, Inline metrology, Memory architecture (DRAM/NAND), Technology transfer
Technologies
JMP, Python, SQL, AI tools
Responsibilities
Analyze inline/param/probe/DOE data to identify yield detractors; Apply semiconductor device physics and statistical tools to troubleshoot yield issues; Collaborate with module engineering teams to diagnose process/tool-related yield variation; Perform root-cause analysis using FMEA, 8D, SPC; Publish Pareto analyses and maintain dashboards; Support new technology transfer and process baseline setup; Conduct material, process, and equipment evaluations with AI assisted tools.
Seniority
Mid-level, hands-on IC