Principal / Senior Engineer, Data Analytics & Management, Technical Operations Management
Tasks
- Apply statistical screening and quality monitoring
- Build automated reporting systems
- Coordinate with foundries OSATs and quality management systems
- Define platform roadmap and governance
- Define system requirements and integrations between MES and analytics platforms
- Design databases ETL pipelines and dashboards
- Develop automation solutions for engineering productivity
- Develop operational tools for NPI and production ramp
- Develop yield learning analytics
- Establish analytics best practices and reporting standards
- Implement outlier detection and excursion monitoring
- Lead tool evaluation and user training
- Optimize quality screening methodologies
- Own manufacturing analytics platform ecosystem
- Own semiconductor manufacturing data ecosystem end to end
- Own test analytics strategy
- Reduce test escape and DPPM
- Standardize manufacturing data flows and interfaces
Perks/Benefits
- N/A
Skills/Tech-stack
ATDF | Automation | Cloud Architecture | Clustering Analysis | Dashboarding | Data Governance | Data analytics | Databricks | Digital Manufacturing | ETL | Excursion monitoring | JMP | MES | Outlier Detection | PAT | Power BI | Process control | Python | Quality Screening | SBL | SQL | STDF | Semiconductor Data Analytics | Semiconductor data | Statistical Bin Limits | Statistical Process | Statistical Process Control | Statistical Screening | Test Escape Prevention | Test analytics | VBA | Yield management
Education
Roles
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