Package Health Analyst
Core
Develop and execute package health monitoring, simulation, and characterization activities to ensure robust semiconductor packaging solutions.
Role type
Package Health Analyst (DFT, data analysis, reliability testing)
Builds
Quantitative package health metrics, detection mechanisms, monitoring dashboards, predictive models, and data pipelines for traceability.
Domain
Semiconductor manufacturing, packaging, and reliability engineering
Deliverable
production ML models | dashboards & analysis | infrastructure
Required skills
statistical modeling, data analytics, Python/R, semiconductor packaging process knowledge, electrical and mechanical characterization, defect classification, cross-functional collaboration
Preferred skills
AI/ML tools, defect inspection systems, inline metrology, advanced packaging technologies (HBM, hybrid bonding, 2.5D/3D stacking)
Technologies
Python, R
Responsibilities
Define quantitative package health metrics; develop detection mechanisms and monitoring dashboards; perform electrical and mechanical characterization of packages; implement real-time defect detection and classification; conduct correlation and causation studies between process variables and reliability outcomes; develop data pipelines for end-to-end traceability across wafer, assembly, and test stages.
Seniority
Mid-level, hands-on IC
