MTB Defect Insight Engineer
Core
Analyze semiconductor manufacturing defects to improve yield and eliminate yield detractors using data analytics and AI/ML models.
Role type
Junior IC data analytics engineer (semiconductor manufacturing)
Builds
Process-health dashboards, predictive excursion detection models, and defect inspection strategies for memory and storage production lines.
Domain
Semiconductor manufacturing / Yield management
Deliverable
production ML models | dashboards & analysis
Required skills
Yield correlation analysis, spatial signature analysis, defect density monitoring, SPC/FDC data analysis, JMP, defect pareto analysis, defect source identification, AI/ML model deployment, predictive excursion detection
Preferred skills
ASSY defect analysis, baseline digital capabilities, Agentic AI utilization
Technologies
JMP, Agentic AI
Responsibilities
Perform yield correlation and spatial signature analysis; monitor defect density and process health; develop defect inspection strategies; identify defect sources and eliminate yield detractors; deploy AI/ML models for predictive excursion detection.
Seniority
Junior, 0–2 years experience
