NAND Reliability Data & AI Engineer

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE LTD; Singapore; On-site; SGD 130,000 - 180,000; Full time

Job summary

Micron Technology, Inc. in Singapore is seeking a NAND Reliability Product Engineer to define and safeguard the reliability of NAND Flash products using advanced analytics, AI, and scalable data infrastructure.

You will develop cloud-based data platforms and AI workflows to accelerate engineering decisions and improve product quality. You will work across reliability, data platforms, IT, and quality teams, owning AI-enabled solutions from design to deployment, with a strong emphasis on data

Qualifications

• Bachelor’s degree with more than 5 years of experience in Electrical Engineering, Computer Science, Data Science, Statistics, AI, or related field.
• Strong background in data analytics, AI/ML, or related technical areas.
• Knowledge of semiconductor reliability fundamentals, NAND technology, reliability engineering, and failure analysis.
• Strong Python and SQL programming skills.
• Understanding data cleansing, outlier handling, missing data processing, and scalable data processing.
• Excellent analytical, communication, and presentation skills.
• Demonstrated ownership and ability to work in cross-functional teams.

Responsibilities

• Drive cloud-based data platforms for reliability monitoring and product disposition workflows.
• Design and maintain ETL pipelines pulling data from multiple sources.
• Collaborate with IT and data platform teams to build automated data pipelines.
• Use Python, SQL, BigQuery, PySpark and cloud services to process data and generate insights.
• Translate engineering problems into scalable AI/ML and analytics solutions.
• Develop, evaluate, and deploy AI/ML solutions to improve decision-making and reliability assessments.
• Implement data processing techniques like cleansing, outlier detection, and missing data handling.
• Support deployment, monitoring, and operation of AI/ML in cloud/environments.
• Identify opportunities where GenAI and analytics can boost productivity and outcomes.
• Integrate AI-assisted tools and data-driven insights to improve productivity and quality.
• Promote adoption of AI-enabled solutions and continuous learning.
• Promote adoption of AI-enabled solutions and contribute to a culture of continuous learning, innovation, and operational excellence.

Skills

Data analytics

Python

SQL

AI/ML

Cloud platforms

Data engineering

Cross-functional collaboration

Ownership

Education

Bachelor’s degree

Master’s degree

Tools

BigQuery

PySpark

Cloud services (GCP/AWS/Azure)

Pandas/Scikit-learn/Matplotlib/Plotly

TensorFlow/PyTorch

LLMs / RAG

GCP/AWS/Azure

Team player

Self-driven

Job description

Micron Technology, Inc. in Singapore is seeking a NAND Reliability Product Engineer to define and safeguard the reliability of NAND Flash products using advanced analytics, AI, and scalable data infrastructure.

You will develop cloud-based data platforms and AI workflows to accelerate engineering decisions and improve product quality. You will work across reliability, data platforms, IT, and quality teams, owning AI-enabled solutions from design to deployment, with a strong emphasis on data