Engineer/Senior Engineer in Product Engineering, NAND Validation/Characterization Singapore, Singapore Posted 18 hours ago

Micron Technology, Inc.; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

Micron Technology, Inc. in Singapore is seeking an Engineer/Senior Engineer for Product Engineering focused on NAND Validation and Characterization.

You will validate NAND devices via silicon and simulation, perform electrical failure analysis, and drive cross-functional issue resolution. The role emphasizes automation, data-driven validation, and AI/ML techniques to speed test cycles, improve coverage, and enhance debug productivity.

Qualifications

• Bachelor’s or Master’s degree in Electrical/Electronic Engineering, Computer Engineering, or a closely related semiconductor-focused discipline.
• Relevant experience in NAND Flash product engineering, device validation, electrical characterization, or silicon test/debug.
• Working knowledge of NAND architecture, device operation, electrical parameters, and validation methodologies.
• Hands-on experience in NAND test program development, debugging, and characterization using Nextest Magnum 5 and Magnum 7 automated test equipment (ATE).
• Proven experience with Python-based data analysis, automation, and visualization for semiconductor test or characterization data.
• Experience with AI/ML-based engineering analytics, anomaly detection, predictive modeling, or automated failure analysis.
• Demonstrated ability to independently perform data-driven root-cause analysis and technical problem solving for NAND products.

Responsibilities

• Design and execute functional and design validation flows for NAND devices using silicon and simulation platforms.
• Develop deterministic usage-case tests and random sequence generators to validate NAND commands and customer-mode features.
• Perform electrical failure analysis and root-cause investigations with cross-functional teams.
• Characterize NAND performance, including timing and power parameters, per latest ONFI interface standards.
• Conduct simulation studies using Verilog and Synopsys VCS to support debug and design verification.
• Implement automation frameworks using C-based programming, Python, and Perl to improve test development and execution efficiency.
• Apply AI/ML-assisted techniques to accelerate failure triage, identify coverage gaps, and improve debug prioritization.

Skills

Test algorithm & program development

Silicon debug & electrical failure分析

Verilog

Synopsys VCS

C/C++

Python

Perl

Validation automation

Applied AI/ML for test analytics

Education

Electrical/Electronic Engineering, Computer Engineering or related semiconductor discipline

Tools

Nextest Magnum 5

Nextest Magnum 7

Job description

## Engineer/Senior Engineer in Product Engineering, NAND Validation/CharacterizationSingapore, SingaporeApply NowFind out how well you match with this jobJob ID: JR109245**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.**Job Summary:**We are looking for an **Engineer/Senior Engineer in Product Engineering, NAND Validation/Characterization**, specializing in **functional and design validation/Characterization of advanced NAND products**. Experienced in silicon and simulation‐based validation, electrical failure analysis, and cross‐functional issue closure. Strong focus on **automation, data‐driven validation, and applied AI/ML techniques** to improve test efficiency, coverage, and debug productivity. **Main Responsibilities:*** Designed and executed **functional and design validation flows** for advanced RG NAND devices using silicon and simulation platforms* Developed **deterministic usage‐case tests and random sequence generators** to validate NAND commands and customer‐mode features* Performed **electrical failure analysis**of issues seen, root‐cause investigations (including digital and analog circuitry), and drove issue resolution with cross-functional teams* Characterization of NAND performance including timing and power parameters, with the latest NAND ONFI interface standards* Conducted simulation studies using **Verilog and Synopsys VCS** to support debug and design verification* 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* For senior engineer, need to have at least 3–5 years of relevant professional working experience in a similar or related engineering role.* Integrates AI-assisted tools and insights into daily work to improve efficiency, quality, or effectiveness, exercising sound judgment and complying with organizational standards and legal requirements.* Contributes to a culture of continuous improvement by identifying, testing, and sharing AI-enabled enhancements within one’s scope of work. **AI Responsibilities:*** Integrates AI-assisted tools and insights into daily work to improve efficiency, quality, or effectiveness, exercising sound judgment and complying with organizational standards and legal requirements* Contributes to a culture of continuous improvement by identifying, testing, and sharing AI-enabled enhancements within one’s scope of work.**Minimum Required Qualifications/Experience*** Bachelor’s or Master’s degree in **Electrical/Electronic Engineering, Computer Engineering, or a closely related semiconductor-focused discipline**.* Relevant experience in **NAND Flash product engineering, device validation, electrical characterization, or silicon test/debug**.* Working knowledge of **NAND architecture, device operation, electrical parameters, and validation methodologies**.* Hands-on experience in **NAND test program development, debugging, and characterization using Nextest Magnum 5 and Magnum 7 automated test equipment (ATE)**.* Proven experience with **Python-based data analysis, automation, and visualization for semiconductor test or characterization data**.* Experience with **AI/ML-based engineering analytics, anomaly detection, predictive modeling, or automated failure analysis**.* Demonstrated ability to independently perform **data-driven root-cause analysis and technical problem solving for NAND products**.**Must Have Technical Skills*** Test Algorithm & Program Development* Silicon Debug & Electrical Failure Analysis* Verilog, Synopsys VCS* C/C++, Python, Perl* Validation automation & workflow optimization* Applied AI/ML for test analytics and defect pattern analysis**Must Have Soft Skills*** Good problem solving and communication skill* Independent debug/learn with minimum guidance* For senior engineer, able to plan and led projects/taskforce as required.