NAND Reliability AI Engineer

1100 Micron SemiAsiaOP Pte Ltd; Singapore; On-site; SGD 100,000 - 150,000; Full time

Job summary

Micron Technology, Inc. in Singapore seeks a NAND Reliability Product Engineer to define and safeguard reliability of NAND Flash products using analytics, data platforms, AI, and engineering innovation.

You will build scalable data solutions and collaborate with AI, IT, and Quality teams to drive data-driven reliability. This role offers technical ownership at the intersection of reliability methodologies, analytics, and AI-enabled engineering workflows, with visibility across development and

Qualifications

• Bachelor’s or Master’s degree in Electrical Engineering, Computer Science, Data Science, Statistics, AI, or related field with relevant experience.
• Strong proficiency in Python and SQL.
• Experience in data analytics, AI/ML, or related fields.
• Knowledge of semiconductor reliability fundamentals, NAND technology, reliability engineering, and failure analysis methodologies.
• Excellent analytical, problem-solving, communication, and technical presentation skills.
• Ability to work effectively in cross-functional environments.

Responsibilities

• Drive development and enhancement of cloud-based data platforms for reliability monitoring, engineering analysis, and product disposition workflows.
• Design, develop, and maintain scalable ETL pipelines for ingesting and managing large-scale data from multiple sources.
• Collaborate with IT and data platform teams to ensure reliable, automated data pipelines.
• Apply Python, SQL, BigQuery, PySpark, and cloud services to process large datasets and generate insights.
• Partner with domain experts to translate engineering problems into scalable AI/ML solutions.
• Develop, evaluate, and deploy AI/ML solutions to improve decision-making and reliability assessments.
• Implement data processing techniques including cleansing, outlier detection, and missing data handling.
• Support deployment, monitoring, and operation of AI/ML in cloud/environments.
• Identify opportunities where GenAI and analytics improve productivity and outcomes.
• Integrate AI-assisted tools to boost productivity, quality, and operations.
• Promote adoption of AI-enabled solutions and continuous learning.

Skills

Python

SQL

Data analytics

AI/ML

Communication

Problem solving

Education

Bachelor's or Master’s degree in related field

Tools

PySpark

BigQuery

GCP

AWS

Azure

Job description

Micron Technology, Inc. in Singapore seeks a NAND Reliability Product Engineer to define and safeguard reliability of NAND Flash products using analytics, data platforms, AI, and engineering innovation.

You will build scalable data solutions and collaborate with AI, IT, and Quality teams to drive data-driven reliability. This role offers technical ownership at the intersection of reliability methodologies, analytics, and AI-enabled engineering workflows, with visibility across development and