Staff/Senior Engineer -Package Health System and Analytics

The Package Health Analyst will contribute to the development and execution of package health monitoring, simulation, and characterization activities. This role involves hands-on engineering work in DFT, data analysis, and reliability testing to ensure robust packaging solutions Key

Package Health Metrics & Monitoring Define quantitative package health metrics Develop detection mechanisms and monitoring dashboards for continuous health assessment. Perform electrical and mechanical characterization of packages. Inline Defect Characterization Implement real-time defect detection and classification (critical vs.

non-critical). Conduct next-level characterization for critical defects and integrate findings into predictive models. Advanced Analytics & Knowledge Base Perform correlation and causation studies between process variables, defect patterns, and reliability outcomes.

Build and maintain a structured knowledge base for package health learnings to enable NPI handover and future technodes. End-to-End Traceability Collaborate with process and equipment engineers to establish traceability across wafer, assembly, and test stages. Develop data pipelines and tools for linking process parameters, equipment signals, and defect signatures.

AI

Integrates AI-assisted tools and insights into daily work to improve efficiency, quality, or effectiveness, exercising sound judgment and complying with organizational standards and legal requirements. Contribut