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Location
Singapore
Department
Technology Development (TD) - Yield Enhancement (YE) Laboratory
Project Title
Advanced Sample Preparation and AI-Enabled Process Innovation for Transmission Electron Microscopy (TEM) Analysis
Project Description
This internship provides an opportunity to gain hands-on experience in advanced semiconductor failure analysis and characterization techniques within the Yield Enhancement Laboratory. The intern will participate in a structured learning project focused on preparing semiconductor samples for Transmission Electron Microscopy (TEM) analysis using Dual Beam Focused Ion Beam (FIB) systems and complementary sample preparation techniques.
Working alongside experienced engineers and technical mentors, the intern will contribute to projects that explore innovative sample preparation methodologies, process optimization strategies, and Artificial Intelligence (AI)-Enabled approaches that improve efficiency and data-driven decision making. The internship will provide exposure to cutting-edge semiconductor technology development activities and advanced analytical workflows.
Objective of the Project
The objective of this project is to:
- Develop practical knowledge of advanced semiconductor sample preparation techniques.
- Learn the principles and applications of Focused Ion Beam (FIB) and Transmission Electron Microscopy (TEM).
- Explore opportunities to improve sample preparation methodologies through innovative engineering solutions.
- Evaluate the application of Artificial Intelligence, Generative AI, AI Assistants, or other AI-Enabled tools to enhance laboratory workflows and process efficiency.
- Build technical, analytical, and professional competencies relevant to semiconductor technology development.
Opportunities for Full Time Employment
High-performing interns may be considered for future internship or full-time employment opportunities based on business needs, individual performance, and available openings.
Project Scope
The intern will participate in the following project activities:
- Learn and apply FIB-based sample preparation techniques under appropriate technical guidance.
- Prepare semiconductor samples for TEM characterization using Dual Beam FIB systems and complementary preparation methods such as micro-cleaving, polishing, and ion etching.
- Collaborate with engineering stakeholders to understand characterization objectives and sample requirements.
- Investigate advanced FIB methodologies for emerging technology development challenges.
- Participate in projects focused on improving sample preparation effectiveness, consistency, and turnaround time.
- Explore the use of Artificial Intelligence, Large Language Models (LLMs), Agentic AI solutions, AI Assistants, or data-driven approaches to identify process improvement opportunities.
- Contribute ideas for laboratory process enhancements, documentation quality improvements, and safe work practices.
- Document project observations, technical learnings, and recommendations for future development activities.
Learning Opportunities
Through this internship, the intern will have opportunities to:
- Understand semiconductor technology development and yield enhancement methodologies.
- Gain exposure to advanced materials characterization techniques.
- Develop knowledge of Focused Ion Beam (FIB) operation principles and applications.
- Learn Transmission Electron Microscopy sample preparation fundamentals.
- Participate in engineering problem-solving and process improvement activities.
- Build experience in technical communication, project documentation, and presentation skills.
- Explore the application of AI-Enabled technologies in engineering and laboratory environments.
- Develop cross-functional collaboration skills through engagement with technology development teams.
Deliverables
The intern is expected to complete the following deliverables:
- Project documentation describing methodologies, findings, and key learnings.
- Evaluation of selected sample preparation improvement opportunities.
- Analysis or proof-of-concept demonstrating potential use of AI-Enabled tools for workflow enhancement, where applicable.
- Final project presentation summarizing project outcomes, technical contributions, and recommendations.
Impact of the Project
This project contributes to:
- Enhanced understanding of advanced semiconductor characterization workflows.
- Development of innovative approaches for sample preparation efficiency and effectiveness.
- Evaluation of AI-Enabled opportunities to improve laboratory productivity and technical decision-making.
- Continuous improvement initiatives that support future technology development activities.
Skillsets Required
Qualified candidates should possess:
- Strong foundation in Materials Science, Physics, Chemistry, or a related engineering discipline.
- Interest in semiconductor process technology and materials characterization.
- Knowledge of microscopy, materials analysis, or laboratory-based experimentation.
- Familiarity with Focused Ion Beam (FIB) or Transmission Electron Microscopy (TEM) concepts is advantageous.
- Analytical thinking and creative problem-solving abilities.
- Strong written, verbal, and presentation communication skills.
- Ability to learn independently while collaborating effectively within a team environment.
- Basic proficiency with data analysis tools and digital technologies.
- Interest in AI-Enabled workflows, Artificial Intelligence applications, Generative AI, AI Assistants, or other emerging digital technologies is preferred.
Course of Interest
The ideal candidate should be pursuing a Bachelor's degree in Materials Science, Physics, Chemistry, Materials Engineering, Nanotechnology, Semiconductor Engineering, or a related field.
Duration of Period
The ideal candidate should be able to commit to a full-time internship period of 6 months.
About Micron Technology, Inc.
We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities — from the data center to the intelligent edge and across the client and mobile user experience.
To learn more, please visit micron.com/careers
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.
To request assistance with the application process and/or for reasonable accommodations, please contact hrsupport_sg@micron.com
Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.
Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.
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