MTB Defect Insight Engineer
Core
Analyze semiconductor manufacturing defects using data analytics and AI/ML to improve yield and identify defect sources.
Role type
Junior IC data analytics engineer (semiconductor manufacturing)
Builds
Process-health dashboards, predictive excursion detection models, and defect inspection strategies for memory/storage production lines.
Domain
Semiconductor manufacturing (DRAM, NAND, NOR)
Deliverable
production ML models
Required skills
Yield correlation analysis, spatial signature analysis, defect density monitoring, SPC/FDC data analysis, JMP, AI/ML model deployment, predictive excursion detection, defect pareto analysis, defect source identification, yield detractor elimination
Preferred skills
ASSY defect analysis, Agentic AI utilization
Technologies
JMP, Agentic AI
Responsibilities
Develop defect inspection strategies, monitor inline defects, identify killer defects, and deploy AI/ML models for process improvement.
Seniority
Junior, 0–2 years experience (via careerplan.io/jobs/44621106-mtb-defect-insight-engineer-at-micron)