Senior Engineer, NTI Yield Analysis

1100 Micron SemiAsiaOP Pte Ltd; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Micron Technology, Inc. in Singapore seeks a Yield Analysis Engineer for NAND Technology to lead data-driven yield improvement initiatives.

You will collaborate with process, yield, failure analysis, product engineering, design, and layout teams to tackle yield challenges across tech-nodes and designs. You will perform inline and non-standard deep-dive statistical analyses, quantify progress toward program goals, and drive actions to enhance yield, quality, and reliability while meeting

Qualifications

• Bachelor or Master level degree in Electrical & Electronics Engineering or Materials Science.

Responsibilities

• Identify yield issues in NAND development using metrics and data-driven approaches.
• Collaborate with process, yield, FA, product engineering, design and layout teams to define yield issues and improvement actions.
• Perform deep-dive statistical analyses on inline, probe, cell, and other metrics to improve yield and quality.
• Quantify progress toward program goals and drive data-driven yield improvements.
• Conduct data mining and correlation studies; initiate fault analysis and inline predictions to yield issues.
• Develop and implement inline detection with metrology and RDA teams.
• Support transfer of technology from R&D to manufacturing, integrating AI-assisted insights.

Skills

Data analytics

Yield analysis

Scripting

Data mining

Education

Bachelor/Master in Electrical and Electronics Engineering or Materials Science

Tools

SQL

Python

AI-assisted tools

Job description

Our vision is to transform how the world uses information to enrich life for all. Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing.

We have an opening for Yield Analysis Engineer for NAND Technology Department in Singapore. We are looking for candidate that is passionate to innovate in data analytics, and curious to ask "what, how and why"?

In this role you will be responsible for providing key feedback and direction on yield improvement activity for NAND memory technology! This role requires a high degree of collaboration across virtually all company functions, up to and including the Executive level. As Yield Analysis Engineer, you will be responsible for developing innovative NAND product technologies, define, and execute various effective actions to enable solutions to improve yield, quality, reliability, and hit key milestones & achieve the required performance within committed timelines.

Your responsibilities will include, but are not limited to, the following:

• Discover yield issues in NAND development and identify unique metric or combination of metrics, such as wafer/dice/tile shading, ECATS or other custom metric for issues quantification
• Interact 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 and pareto and derive improvement actions needed across tech-nodes and designs
• 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 the product yield and quality.
• Quantify and track progress on the issue hit hate, line impact, gap to program goal.
• Quantify yield improvement/downside seen based on process/probe changes
• Initiate data mining and correlation study on new issue seen.
• Initiate PFA request to identify root cause of yield issue.
• Perform inline correlation study to establish inline prediction to yield issue.
• Make yield projections based on expected improvement/downside.
• Conduct yield trend analysis, identify root causes in process step, conversion, algorithm change, and design, for yield shift
• Continuously develop/re-define inline detection in collaboration with metrology and RDA team
• Identify and define gaps with current test and co-develop (with product, probe, param engineering) unique parametric/probe bins to detect new fail modes as well as validate new program release
• Collaborate with module owners to identify, quantify key module deficiencies/technology gaps, and drive cross-functional teams to address.
• Optimize existing layout, conceptualize, and develop innovative solutions to meet product requirements and manufacturability
• Develop and innovate techniques in extracting data from different databases through various query languages and automate through scripting to improve work efficiency
• Assist and support the transfer documentation of layout/architecture fundamentals of new technology from R&D to manufacturing fab. Integrates AI-assisted tools and insights into daily work to improve efficiency, quality, or effectiveness, exercising sound judgment and complying with organizational standards and legal requirements. Contributes to a culture of continuous improvement by identifying, testing, and sharing AI-enabled enhancements within one's scope of work.

Requirement: A Bachelor Degree or Masters in Electrical and Electronics Engineering, Material Science 5 - 7 years of experience within FA, Yield analysis or Yield Enhancement

About Micron Technology, Inc. We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron and Crucial brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities - from the data center to the intelligent edge and across the client and mobile user experience. To learn more, please visit micron.com/careers

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.

To request assistance with the application process and/or for reasonable accommodations, please contact [e-mail]

Micron Prohibits the use of child labour and complies with all applicable laws, rules, regulations, and other international and industry labour standards.

Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.