Staff Engineer -Package Health System and Analytics
Tasks
- Build knowledge base for package health learnings
- Classify defects critical vs non critical
- Collaborate for end to end traceability wafer assembly test
- Define package health metrics
- Develop data pipelines linking process parameters equipment signals defect signatures
- Develop monitoring dashboards
- Implement real time defect detection
- Integrate findings into predictive models
- Perform characterization for critical defects
- Perform correlation studies process variables defect patterns reliability outcomes
- Perform electrical characterization
- Perform mechanical characterization
Perks/Benefits
- N/A
Skills/Tech-stack
Data Analysis | Data Visualization | Defect Detection | Electrical characterization | Machine Learning | Mechanical characterization | Predictive Modeling | Python | R | Semiconductor packaging | Statistical modeling
Education
Roles
Analyst | Engineer | Health Analyst | Package Health Analyst | Staff Engineer
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