NTI Yield Analysis Engineer/Snr Engineer
Core
Develop innovative NAND product technologies and execute actions to improve yield, quality, reliability, and performance within committed timelines.
Role type
Senior Yield Analysis Engineer (NAND Technology)
Builds
NAND memory products for data centers, AI, 5G, and mobile applications
Domain
Semiconductor manufacturing, NAND flash memory, yield engineering
Deliverable
production ML models | product features | dashboards & analysis | research | client delivery | infrastructure | physical/clinical work
Required skills
statistical analysis, data mining, correlation study, root cause analysis, yield trend analysis, scripting automation, database querying, process integration knowledge, failure analysis, metrology collaboration, parametric/probe bin definition, layout optimization
Preferred skills
electrical bench data collection, deep understanding of probe failure mechanisms
Technologies
Python, JavaScript, C, C++, SQL, ECATS, inline detection 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 critical metrics; initiate data mining and correlation studies to identify root causes; develop inline detection techniques; identify gaps and co-develop parametric/probe bins; collaborate on module deficiencies and optimize layouts; automate data extraction and reporting; support technology transfer documentation.
Seniority
Senior, hands-on IC