Senior Engineer - Package Health System and Analytics
micron · Fab 10A
Job description
About the role
Micron is hiring a Staff/Senior Engineer for its Package Health System and Analytics team. The engineer contributes to developing and running package health monitoring, simulation and characterization activities, working hands-on in DFT, data analysis and reliability testing to deliver robust packaging solutions.
Key responsibilities
- Define quantitative package health metrics and develop detection mechanisms and monitoring dashboards for continuous health assessment.
- Perform electrical and mechanical characterization of packages.
- Implement real-time defect detection and classification (critical vs. non-critical) and carry out deeper characterization of critical defects, feeding results into predictive models.
- Run correlation and causation studies between process variables, defect patterns and reliability outcomes.
- Build and maintain a knowledge base of package health learnings to support NPI handover and future technology development.
- Work with process and equipment engineers to set up traceability across wafer, assembly and test stages, and build data pipelines linking process parameters, equipment signals and defect signatures.
- Use AI-assisted tools to improve efficiency, quality and effectiveness, and share AI-enabled improvements with the team.
Required profile
- Bachelor's or Master's degree in Electrical Engineering, Materials Science or a related field.
- 3+ years of experience in the semiconductor industry (complex products preferred), preferably in packaging, test or reliability engineering.
- Strong data analytics and statistical modeling skills.
- Knowledge of semiconductor packaging processes, material interactions and properties.
- Ability to work cross-functionally with process, equipment and reliability teams.
Required skills
- Proficiency in Python/R for data analysis and visualization is a plus.
- Experience with AI/ML tools or statistical modeling.
- Defect inspection systems and inline metrology.
- Familiarity with advanced packaging technologies such as HBM, hybrid bonding and 2.5D/3D stacking.
- Strong problem-solving and documentation skills.
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Published 22 hours ago
Expires 1 month from now
2 views · 0 interested
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micron
Fab 10A