NTI Yield Analysis Engineer
1 month ago
At Micron, we're on a mission to revolutionize how the world uses information to enrich life for all. We're passionate about innovation and committed to integrity, sustainability, and giving back to our communities.
About the RoleWe're seeking a talented NTI Yield Analysis Engineer to join our team. As a key member of our yield enhancement team, you'll play a critical role in driving innovation and improving product yield and quality.
Responsibilities- Discover yield issues in NAND development and identify unique metrics or combinations of metrics to quantify issues.
- Collaborate with process area, process integration, yield, failure analysis, product engineering, design, and layout teams to drive clear definition of yield, cell, CMOS, qual, and reliability issues.
- Own and drive non-standard deep dive statistical analysis of inline, probe, cell, and other critical metrics to define issues/problems, enable early inline detection, and improve product yield and quality.
- Initiate data mining and correlation study on new issues seen, and perform inline correlation study to establish inline prediction to yield issue.
- Continuously develop and refine inline detection in collaboration with metrology and RDA teams.
- Identify and define gaps with current test and co-develop unique parametric/probe bins to detect new fail modes.
- Collaborate with module owners to identify, quantify key module deficiencies/technology gaps, and drive cross-functional teams to address.
- Develop and innovate techniques in extracting data from different databases through various query languages and automate through scripting to improve work efficiency.
- Minimum of 3-5 years of experience in the semiconductor industry in the areas of Process Integration, Yield Enhancement, Failure Analysis, Data Science, or Unit Process.
- Ability to develop a strong holistic end-to-end understanding of PI module on new NAND technologies and related structural & electrical fail mechanisms.
- In-depth knowledge and direct experience with nonvolatile memories along with good understanding of the process flow, interaction of process & device, common yield & reliability issues.
- Curiosity and natural tendency of learning new things independently.
- Exposure to R&D and transfer/manufacturing is desirable.
- Deep understanding of layout and architecture of NAND product.
- Deep understanding of probe failure mechanism, ability to do electrical bench data collection is desirable.
- Fluency in Python, JavaScript, C or C++ is desirable.
- Ability to be self-motivated and self-governing with proven ability to work in a demanding and dynamic environment.
- Ability to drive and coordinate cross-functional teams to achieve various goals.
- Solid analysis, communication and reporting abilities with demonstrated presentation abilities.
- Ability to travel for extended periods of time to the US or other fabs for collaborative R&D work.
BS, MS/PhD in Electrical Engineering, Microelectronics, Data Science, Computer Science or related field.
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