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职位Micron

Senior Product Analytics Engineer

Micron

Senior Product Analytics Engineer

Micron

MSB, Singapore

·

On-site

·

Full-time

·

4w ago

必备技能

Jira

Machine Learning

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 large‑scale structured semiconductor datasets, including wafer fab inline data, probe data, and test data

Build, validate, and maintain end‑to‑end ML workflows supporting NPI and HVM decision‑making

Use data‑driven 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, Share Point, 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 data‑backed technical decisions for NAND product releases

Apply strong understanding of NAND manufacturing flows, defect mechanisms, and reliability requirements to ensure AI solutions are domain‑relevant 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 hands‑on 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

Bachelor’s or Master’s 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, Num Py, Scikit‑learn)

Hands‑on experience with ML models for structured/tabular data, including regression, tree‑based models, and gradient boosting

Ability to build, evaluate, and interpret ML models for engineering decision‑making

Additional / Preferred Skills

Experience with ML/DL frameworks (Tensor Flow, Py Torch) for images, text, logs, or unstructured data

Exposure to LLM‑based and agentic AI frameworks (e.g., Lang Chain, Microsoft Copilot Studio)

Familiarity with cloud‑based AI platforms (e.g., Azure ML, AWS Sage Maker)

Semiconductor / NAND manufacturing or product engineering experience

Soft Skills

Strong analytical and problem‑solving skills

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

Ability to work effectively in fast‑paced, cross‑functional environments

Why Join Us

Drive AI transformation in semiconductor Product Engineering

Work on high‑impact initiatives that improve yield, reliability, cost, and time‑to‑market

Opportunities for technical leadership, patents, and career growth in a world‑class 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.com/careers

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 hrsupport_sg@micron.com

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 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.

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关于Micron

Micron

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Micron Technology is a global leader in memory and storage solutions, manufacturing DRAM, NAND flash memory, and solid-state drives for computing, mobile, automotive, and data center applications.

10,001+

员工数

Boise

总部位置

$100B

企业估值

评价

3.5

3条评价

工作生活平衡

2.0

薪酬

4.0

企业文化

2.0

职业发展

4.0

管理层

1.5

优点

Good learning opportunities

High salary/good pay

Multiple positions available

缺点

Poor work-life balance

Excessive overtime

Management disagreements

薪资范围

39个数据点

Junior/L3

Mid/L4

Junior/L3 · Business Intelligence Analyst

1份报告

$115,042

年薪总额

基本工资

$100,037

股票

-

奖金

-

$115,042

$115,042

面试经验

4次面试

难度

2.8

/ 5

时长

14-28周

录用率

25%

体验

正面 25%

中性 25%

负面 50%

面试流程

1

Application Review

2

Recruiter/Phone Screen

3

Technical Interview

4

Final Round Interview

5

Offer

常见问题

Coding/Algorithm

Technical Knowledge

Behavioral/STAR

Past Experience