Senior Engineer, STPG PE (FDV-Verilog)

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE LTD; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE LTD is seeking a Senior Engineer in Product Engineering, NAND Validation/Characterization, to drive functional and design validation with automation and AI/ML techniques. You will build scalable test frameworks, validate NAND device features, and lead failure analyses across cross‑functional teams to enable timely product releases.

The role emphasizes simulation‑based validation, test efficiency improvements, and reusable verification infrastructure, with

Qualifications

• Bachelor’s degree in Electronics Engineering, Computer Engineering or related discipline.
• 3–5 years of relevant professional experience in a similar or related engineering role.
• Experience in functional and design validation for NAND or similar devices.
• Proficiency in software development and scripting (C/C++, Python, Perl).
• Ability to apply AI/ML for test analytics and defect pattern analysis.

Responsibilities

• Design and execute functional and design validation flows for NAND devices using simulation platforms.
• Develop deterministic tests and random sequence generators to validate commands and customer‑mode features.
• Perform detailed failure analysis and root‑cause investigations across digital and analog circuitry.
• Implement automation frameworks using C, Python and Perl to speed up test development and execution.
• Apply AI/ML‑assisted data analytics, pattern recognition and anomaly detection to improve validation coverage and efficiency.
• Contribute to dashboards tracking validation progress, defect trends and release readiness.
• Collaborate with Design, Application, Product, System and Validation teams to close issues and enable product releases.

Skills

C/C++

Python

Perl

AI/ML

Education

Bachelor’s degree in Electronics Engineering

Job description

We are looking for an Senior Engineer in Product Engineering, NAND Validation/Characterization, specializing infunctional and design validation. Experienced in simulation‑based validation, failure analysis, and cross‑functional issue closure. Strong focus onautomation, data‑driven validation, and applied AI/ML techniques to improve test efficiency, coverage, and debug productivity.

This role focuses on building scalable, reusable, and automated test program frameworks, including AI/ML‑driven initiatives, to support both deterministic validation flows and pseudo‑random validation (RSG – Random Sequence Generator). You will play a key role in architecting the backbone of Verilog test programs—enabling efficient development, execution, debug, and reuse across multiple products and technology nodes. Validation scope includes NAND datasheet commands, features, interfaces, and customer‑mode operations on silicon platforms. When device issues are uncovered, you will perform deep failure analysis, drive root‑cause identification, and collaborate closely with Design, Application Engineering, Product, System, and Validation teams to ensure timely issue closure and infrastructure readiness for product release.

If you are looking for a technically challenging, high‑impact, and collaborative role, STPG Product Engineering (FDV‑Verilog) offers the opportunity to work on leading‑edge NAND technologies with strong ownership and visibility.

Key Responsibilities:

• Designed and executedfunctional 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

• Performeddetailed failure analysis of issues seen, root‑cause investigations (including digital and analog circuitry), 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

• 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.

Skills Required:

• 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