Senior AI Product Engineer – NAND Manufacturing

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD.; Singapore; On-site; SGD 110,000 - 165,000; Full time

Job summary

Micron is seeking a senior data scientist to join the STPG Product Engineering team in Singapore. The role centers on applying analytics, machine learning, and agentic AI to NAND manufacturing challenges, driving yield, reliability, defectivity, and test-time improvements across the product lifecycle from NPI to HVM.

You will mentor Citizen Data Scientists, build scalable AI solutions, and collaborate with Fab, Technology Development, Test, Quality, and System teams to deploy production-ready

Qualifications

• Bachelor's/Master's Degree in Electrical / Electronic / Computer Engineering / Computer Science / Data Science.
• With 3+ years of AI/ML Work Experience.

Responsibilities

• Develop and deploy predictive and diagnostic ML models for Yield improvement, test time reduction (TTR) and cost optimization.
• 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.
• 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).
• Mentor Citizen Data Scientists within Product Engineering on applying ML techniques to real engineering problems.

Skills

Python

Pandas

NumPy

Scikit-learn

Structured data ML

Education

Bachelor's/Master's in Electrical/ Electronic/ Computer Engineering/ Computer Science/ Data Science

Tools

TensorFlow

PyTorch

LangChain

Copilot Studio

Claude

Azure ML

AWS SageMaker

Job description

Micron is seeking a senior data scientist to join the STPG Product Engineering team in Singapore. The role centers on applying analytics, machine learning, and agentic AI to NAND manufacturing challenges, driving yield, reliability, defectivity, and test-time improvements across the product lifecycle from NPI to HVM.

You will mentor Citizen Data Scientists, build scalable AI solutions, and collaborate with Fab, Technology Development, Test, Quality, and System teams to deploy production-ready