Senior Engineer, NTI Yield Analysis

Micron-Technology,-Inc.; Singapore; On-site; SGD 90,000 - 120,000; Full time

Job summary

Micron Technology, Inc. in Singapore seeks a Yield Analysis Engineer for NAND technology.

You will analyze yield data, define metrics, and collaborate with process, yield, FA, product engineering and design teams to improve NAND performance. The role requires a Bachelor or Master in Electrical and Electronics Engineering or Materials Science, 5–7 years in FA or yield, and proficiency in Python, JavaScript, C/C++.

Qualifications

• Bachelor Degree or Masters in Electrical and Electronics Engineering, Materials Science.
• 5-7 years of experience in FA, Yield analysis or Yield Enhancement.
• Fluency in Python, JavaScript, C or C++.

Responsibilities

• Discover and quantify yield issues in NAND development using metrics such as wafer/dice/tile shading, ECATS or similar.
• Collaborate with process, yield, failure analysis, product engineering, design and layout teams to define yield and reliability issues and drive improvements.
• Perform deep dive statistical analyses of inline and probe data to enable early detection and improve NAND yield and quality.
• Initiate data mining and correlation studies to identify root causes and predict yield issues.
• Develop inline detection and work with metrology/RDA teams to close gaps and validate new program releases.

Skills

Python

JavaScript

C/C++

Education

Bachelor or Master in Electrical and Electronics Engineering

Materials Science

Job description

Job IDJR93391Our 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 quantificationInteract 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 designsOwn 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 changesInitiate 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 shiftContinuously develop/re-define inline detection in collaboration with metrology and RDA teamIdentify 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 releaseCollaborate 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 manufacturabilityDevelop and innovate techniques in extracting data from different databases through various query languages and automate through scripting to improve work efficiencyAssist 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 Science5 - 7 years of experience within FA, Yield analysis or Yield EnhancementDiscover 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 quantificationDeep understanding of probe failure mechanism, ability to do electrical bench data collection is desirableFluency in Python, JavaScript, C or C++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/careersAll 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] Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate's true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.Micron FoundationStrong communities and education are vital to the success of both society and innovative companies. Every Micron site understands the complex needs of their local community. Whether it’s through strategic giving, sponsorships or deploying team member volunteers, we are making a difference.SustainabilityMicron is committed to sustainable practices and supporting our global community. We are building and maintaining sustainable operations, products, and communities while focusing on opportunities and risks that are most important to our business success and stakeholders.Insights from previous hiresYears of experience< 24-88+Less than 2 years2 - 4 years4 - 8 years8+ yearsTop skillsCFDAutomationPreviously worked atPreviously worked as1. Senior Process Engineer2. Senior Engineer3. Lead Engineer4. Engineer5. Principal Engineer