Senior NAND Validation Engineer — AI/ML Test Automation

1100 Micron SemiAsiaOP Pte Ltd; Singapore; On-site; SGD 100,000 - 167,000; Full time

Job summary

Micron Technology, Inc. in Singapore is seeking a Senior Engineer in Product Engineering, NAND Validation/Characterization, focusing on functional validation, simulation-based testing, and automation.

You will design scalable test programs and contribute AI/ML-driven enhancements to improve coverage and debug productivity. Collaborate with Design, Applications, and Validation teams to drive root-cause analysis, issue closure, and readiness for product releases, while building reusable Verilog

Qualifications

• Bachelor's degree in Electronics Engineering, Computer Engineering, or a related discipline.
• Strong interest in design validation, characterization, and product engineering.
• Proficiency in software development and scripting (e.g., C/C++, Perl, Python).
• Ability to apply AI/ML for test analytics and defect pattern analysis.
• Excellent problem solving and analytical skills, with careful attention to root cause analysis.
• Effective communication skills in written and spoken English, including documentation and presentation.
• Ability to multitask and manage priorities in a fast-paced development environment.
• Proactive mindset toward continuous improvement and self-development.

Responsibilities

• Designed and executed functional and design validation flows for advanced RG NAND devices using simulation platforms
• Developed deterministic usage-case tests and random sequence generators to validate NAND commands and customer-mode features
• Performed detailed failure analysis of issues seen, root-cause investigations, and drove issue resolution with cross-functional teams
• Implemented automation frameworks using C-based programming, Python, and Perl to improve test development and execution efficiency
• Applied AI/ML-assisted techniques (data analytics, pattern recognition, anomaly detection) to: Accelerate failure triage and root-cause analysis Identify validation coverage gaps Improve random sequence effectiveness and debug prioritization
• Utilized data-driven methods and dashboards to track validation progress, defect trends, and release readiness

Skills

Software development

Python scripting

AI/ML for testing

Analytical thinking

Communication

Education

Bachelor's degree in Electronics/Computer Engineering

Tools

C/C++

Perl

Python

Job description

Micron Technology, Inc. in Singapore is seeking a Senior Engineer in Product Engineering, NAND Validation/Characterization, focusing on functional validation, simulation-based testing, and automation.

You will design scalable test programs and contribute AI/ML-driven enhancements to improve coverage and debug productivity. Collaborate with Design, Applications, and Validation teams to drive root-cause analysis, issue closure, and readiness for product releases, while building reusable Verilog