Staff/Senior Engineer -Package Health System and Analytics
Core
Develop and execute package health monitoring, simulation, and characterization activities for semiconductor packaging solutions.
Role type
Staff/Senior Engineer - Package Health System and Analytics
Builds
Monitoring dashboards, data pipelines, predictive models, and a structured knowledge base for package health.
Domain
Semiconductor manufacturing / Advanced packaging
Deliverable
production ML models
Required skills
Semiconductor packaging process knowledge, electrical and mechanical characterization, data analytics, statistical modeling, Python, R, defect inspection systems, inline metrology, advanced packaging technologies (HBM, hybrid bonding, 2.5D/3D stacking)
Preferred skills
AI/ML tools, statistical modeling, digital fluency, AI literacy
Responsibilities
Define quantitative package health metrics, implement real-time defect detection and classification, perform correlation and causation studies between process variables and reliability outcomes, develop data pipelines linking process parameters and defect signatures, integrate AI-assisted tools to improve efficiency and quality.
Seniority
Senior, hands-on IC