Senior/ Staff/ Principal Engineer, Product Engineering, Adv Data Analytics, Heterogeneous Integration Group (HIG), High Bandwidth Memory (HBM)
Tasks
- Build deviation alert systems
- Collaborate with cross-functional engineering teams
- Create deep learning models for pattern recognition
- Deploy disposition programs to reduce defects
- Develop machine learning models for quality enhancement
- Develop product disposition workflows
- Drive technical innovations to improve KPIs
- Enhance screening efficiency
- Improve reliability using machine learning models
- Mentor and develop team members
- Monitor yield loss and parameter trends
- Perform data analysis for yield improvement
- Present analysis findings to stakeholders
- Screen wafers dice and cubes
- Validate product disposition solutions
Perks/Benefits
- N/A
Skills/Tech-stack
AI model | AI model development | Artificial Intelligence | Data Analysis | Data Mining | Data extraction | Deep learning | Deviation Detection | Device analysis | JMP | Machine Learning | Model Development | Pattern Recognition | Power BI | Python | Reliability Engineering | Semiconductor Device Analysis | Statistical modeling | Tableau | Yield Optimization
Education
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