Senior Engineer, NTI Yield Analysis
Core
Develop innovative NAND product technologies and execute actions to improve yield, quality, reliability, and performance within committed timelines.
Role type
Senior IC Yield Analysis Engineer (NAND Technology)
Builds
NAND memory products and storage solutions
Domain
Semiconductor manufacturing / NAND flash memory
Deliverable
production ML models
Required skills
Statistical analysis, Data mining, Root cause analysis, Python, SQL, Scripting, Yield modeling, Failure analysis, Process integration knowledge
Preferred skills
Electrical bench data collection, AI-assisted tools integration, Parametric/probe bin definition
Technologies
ECATS, Python, JavaScript, C, C++, SQL, AI tools
Responsibilities
Discover yield issues and identify unique metrics for quantification; Interact with cross-functional teams to define yield and reliability issues; Own deep dive statistical analysis of inline and critical metrics; Initiate data mining and correlation studies to identify root causes; Develop inline detection techniques with metrology teams; Identify test gaps and co-develop parametric/probe bins; Collaborate on layout optimization and technology transfer documentation.
Seniority
Senior, hands-on IC