Yield Analysis Manager
Core
Lead a team to improve fab yield performance through advanced analytics, structured problem solving, and cross-functional collaboration in semiconductor manufacturing.
Role type
Senior IC Yield Analysis Manager
Builds
Yield improvement strategies, engineering talent, and AI-enabled solutions for manufacturing performance
Domain
Semiconductor manufacturing (memory and storage)
Deliverable
production ML models | dashboards & analysis
Required skills
Yield deviation management, yield-tail reduction, Model-Based Problem Solving (MBPS), root cause analysis, statistical validation, corrective action implementation, data analysis tools (JMP, Python), semiconductor physics knowledge
Preferred skills
DRAM manufacturing experience, defect analysis, failure analysis, AI-assisted analytics, anomaly detection
Technologies
JMP, Python, AI-enabled solutions
Responsibilities
Lead team to achieve fab yield and quality goals; Establish and manage yield KPIs, forecasting methods, and dashboards; Drive technical excellence in MBPS and statistical validation; Partner with Process Integration, Failure Analysis, and Quality teams; Develop team capability through hiring, coaching, and deploying automation
Seniority
Senior, hands-on IC with team leadership
