Defectivity Baseline Engineer
Core
Identify, analyze OOC lots, defect Pareto, trend, and characterization data to determine defect sources and drive yield improvement.
Role type
Semiconductor defectivity baseline engineer
Builds
Defectivity Product sampling, control limits, and Advanced Defectivity Monitoring systems
Domain
Semiconductor manufacturing / Wafer fabrication
Deliverable
production ML models
Required skills
Defectivity methodology, Defectivity inspection tools, SPC, Data mining analysis, AI/Deep learning, Cross-functional problem solving
Preferred skills
Klarity Defects/AceXP/Space/Spotfire, FMEA, 8D, CNN
Technologies
Klarity Defects, AceXP, Space, Spotfire, CNN, Deep Learning
Responsibilities
Analyze OOC lots and defect trends to determine defect sources; Perform defect characterization and source analysis for equipment or baseline improvement; Set up and optimize Defectivity Product sampling and control limits; Lead troubleshooting of defectivity alerts and participate in Material Review Board; Collaborate with cross-functional teams on quality/productivity improvement programs; Deploy Advanced Defectivity Monitoring systems using AI and CNN.
Seniority
Mid-level, hands-on IC