Yield Analysis Lead (Remote support)
Core
Lead yield analysis for DRAM manufacturing modules by identifying root causes of yield excursions and driving continuous improvement through data-driven insights.
Role type
Senior IC Yield Analysis Lead (DRAM Manufacturing)
Builds
High-performance DRAM memory and storage products
Domain
Semiconductor manufacturing (DRAM)
Deliverable
production ML models | product features | dashboards & analysis | research | client delivery | infrastructure | physical/clinical work
Required skills
Semiconductor physics, transistor operations, scaling limitations, reliability analysis, CMOS circuits, statistical data mining, yield pareto generation, module-based data analysis, probe yield tracking, defect and metrology knowledge
Preferred skills
Master's degree in Computer Science, module ownership experience, advanced statistical techniques
Technologies
JMP, Python
Responsibilities
Lead training and mentorship for direct reports, track probe yield performance and trends, perform advanced data analysis to quantify yield issues, collaborate with FA/EFA/PFA teams to correlate signals and physical findings, implement and standardize yield fixes across global teams
Seniority
Senior, hands-on IC
