Senior Product Analytics Engineer

Micron

Not Interested
Bookmark
Report This Job

profile Job Location:

Singapore - Singapore

profile Monthly Salary: Not Disclosed
Posted on: 10 hours ago
Vacancies: 1 Vacancy

Job Summary

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.

Our vision is to transform how the world uses information to enrich life for all.

Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence inspiring the world to learn communicate and advance faster than ever.

Key Responsibilities

Machine Learning & Advanced Analytics Development

  • Develop and deploy predictive and diagnostic ML models for Yield improvement test time reduction (TTR) and cost optimization NAND reliability analysis and Qualification.

  • Apply advanced ML techniques on largescale structured semiconductor datasets including wafer fab inline data probe data and test data

  • Build validate and maintain endtoend ML workflows supporting NPI and HVM decisionmaking

  • Use datadriven methods to support root cause analysis of yield reliability and defectivity issues

Agentic AI & Engineering Automation

  • Design and implement agentic AI solutions to automate Product Engineering workflows (e.g. Yield and reliability analysis test program validation and screening optimization engineering report generation and data summarization)

  • Integrate AI agents with enterprise and engineering systems (e.g. JIRA Confluence SharePoint internal analytics platforms)

Product Engineering Domain Collaboration

  • Work closely with Fab NAND Technology Development NAND Design Test Solutions Quality/Reliability and System teams to:

  • Address reliability and defectivity failures during qualification

  • Support yield improvement cost reduction and test optimization initiatives

  • Drive databacked technical decisions for NAND product releases

  • Apply strong understanding of NAND manufacturing flows defect mechanisms and reliability requirements to ensure AI solutions are domainrelevant and impactful

Citizen Data Scientist (CDS) Enablement & Technical Leadership

  • Mentor and guide Citizen Data Scientists within Product Engineering on applying machine learning techniques to real engineering problems with protocols embraced.d

  • Build structured learning paths guidelines and handson training modules for ML and advanced analytics

  • Review and provide technical guidance on AI/analytics projects to ensure quality rigor and business impact

Qualifications & Experience

Education

  • Bachelors or Masters degree in Computer Science Data Science Electrical / Electronic Engineering with min 4 years of ML/AI experience.

Core Technical Skills

  • Strong proficiency in Python and data processing libraries (Pandas NumPy Scikitlearn)

  • Handson experience with ML models for structured/tabular data including regression treebased models and gradient boosting

  • Ability to build evaluate and interpret ML models for engineering decisionmaking

Additional / Preferred Skills

  • Experience with ML/DL frameworks (TensorFlow PyTorch) for images text logs or unstructured data

  • Exposure to LLMbased and agentic AI frameworks (e.g. LangChain Microsoft Copilot Studio)

  • Familiarity with cloudbased AI platforms (e.g. Azure ML AWS SageMaker)

  • Semiconductor / NAND manufacturing or product engineering experience

Soft Skills

  • Strong analytical and problemsolving skills

  • Excellent communication skills with the ability to translate data insights into engineering actions

  • Ability to work effectively in fastpaced crossfunctional environments

Why Join Us

  • Drive AI transformation in semiconductor Product Engineering

  • Work on highimpact initiatives that improve yield reliability cost and timetomarket

  • Opportunities for technical leadership patents and career growth in a worldclass semiconductor company

At Micron we take pride in empowering our employees and their families to stay happy healthy and financially well. An overview of compensation and benefit plans offered by Micron can be found here: Benefits Micron Technology Inc

Micron is proud to be an equal opportunity workplace and is an affirmative action employer. All qualified applicants will receive consideration for employment without regard to race color religion sex sexual orientation age national origin disability protected veteran status gender identity or any other factor protected by applicable federal state or local laws.

To learn more about Micron please visit Micron Technology Inc.

We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich lifefor 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 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 accommodationsplease contact

Micron 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 candidates 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.


Required Experience:

Senior IC

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 t...
View more view more

About Company

Company Logo

Explore Micron Technology, leading in semiconductors with a broad range of performance-enhancing memory and storage solutions

View Profile View Profile