Failure Analysis Engineer — AI-Driven Semiconductor Lab

Micron Technology, Inc; Singapore; On-site; SGD 50,000 - 70,000; Full time

Job summary

Micron Technology, Inc. in Singapore seeks a Test Engineer 1 to perform electrical and physical failure analysis on device anomalies and qualification failures. You will apply advanced FA tools and analyze test data using Bash/Python in a Unix environment.

Collaborate with process owners and product teams to drive improvement, develop new FA techniques, and uphold lab safety and +6S standards while preparing detailed reports for traceability and decision-making.

Qualifications

• Bachelor's or advanced degree in engineering required.
• Strong analytical, logical and critical thinking skills.
• Effective communicator and collaborative across all levels.
• Growth mindset with continuous learning.
• Internship or experience in the semiconductor industry is a plus.
• Interest in semiconductor industry and Micron is preferred.
• Ability to apply baseline digital fluency and AI literacy to use AI-enabled tools for research, analysis, content creation, problem-solving and operational tasks.

Responsibilities

• Perform electrical and physical failure analysis for device anomalies, customer returns, and qualification failures.
• Apply advanced FA tools including FIB/EDX, SEM, Ion Millers, CSAM, 2D/3D X-ray, Emmi systems, micro-prober and bench tester.
• Analyze test data failures using Bash/Python scripting in a Unix environment.
• Analyze electrical signatures and physical defects to resolve failure mechanisms.
• Collaborate with process owners and Product teams to drive improvement actions.
• Develop and implement new FA techniques to reduce turnaround time and enhance accuracy.
• Drive continuous improvement initiatives and embrace standards for FA workflows.
• Ensure strict consistency to lab safety protocols and chemical handling guidelines.
• Maintain +6S standards in the FA lab.
• Prepare detailed FA reports and maintain accurate records for traceability.
• Present findings to requestors, MRB and multi-functional teams.
• Provide guidance to FA technicians and lead workload distribution.
• Work closely with vendors for tool upgrades and capability improvements.
• Utilize AI-enabled tools and digital solutions to accelerate failure analysis investigations, improve problem-solving efficiency, and enhance decision-making.
• Identify opportunities to apply automation, data analytics, and AI technologies to optimize FA workflows, reduce turnaround time, and improve operational effectiveness.

Skills

Analytical thinking

Effective communication

Growth mindset

Team collaboration

Education

Bachelor's or advanced degree in Engineering

Job description

Micron Technology, Inc. in Singapore seeks a Test Engineer 1 to perform electrical and physical failure analysis on device anomalies and qualification failures. You will apply advanced FA tools and analyze test data using Bash/Python in a Unix environment.

Collaborate with process owners and product teams to drive improvement, develop new FA techniques, and uphold lab safety and +6S standards while preparing detailed reports for traceability and decision-making.