Yield Analysis Engineer

4 days ago

Singapore Micron Technology, Inc Full time

Our vision is to transform how the world uses information to enrich life for all.
Join an inclusive team passionate about innovation, using expertise to develop solutions that enable virtual reality experiences, neural network breakthroughs, and more. We are committed to integrity, sustainability, and community giving, fueling innovation.
Micron Technology is a global leader in memory and storage solutions, transforming information into intelligence and inspiring faster learning, communication, and advancement worldwide.
NTI Yield Analysis Engineer
Description
As an NTI Yield Analysis Engineer in our Singapore department, you will develop NAND product technologies, define, and implement actions to improve yield, quality, and reliability, achieving key milestones within timelines.
Your responsibilities include:
Discover yield issues in NAND development, identify metrics such as wafer/dice shading, ECATS, or custom metrics for issue quantification.
Collaborate with process, yield, failure analysis, product engineering, design, and layout teams to define and address yield, cell, CMOS, and reliability issues, and derive improvement actions.
Conduct deep dive statistical analyses of inline, probe, and cell metrics to identify issues, enable early detection, and improve yield and quality. Track progress and quantify improvements or setbacks.
Initiate data mining and correlation studies on new issues, perform root cause analysis, and make yield projections. Conduct trend analyses to identify root causes in process steps, algorithms, or design.
Develop inline detection methods in collaboration with metrology and RDA teams.
Identify gaps in testing, co-develop parametric/probe bins to detect new failure modes, and validate new releases.
Work with module owners to identify deficiencies and drive cross-functional solutions, optimizing layouts and developing innovative solutions to meet requirements.
Develop techniques for data extraction from databases and automate processes through scripting to enhance efficiency.
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