Overview
Micron Technology offers a Data Science/Engineering internship focused on improving real-time defect detection in semiconductor manufacturing. Interns will work on a high-impact project to identify gaps in inline detection systems, develop algorithms or workflows to reduce undetected defects, and contribute directly to yield improvement and operational efficiency. This opportunity provides exposure to advanced semiconductor processes, data analytics, and machine learning applications in manufacturing.
What You'll Get Out of This Internship
- Hands-on experience analyzing semiconductor defect data and inline detection logs.
- Exposure to real-time data acquisition, statistical process control, and defect analysis systems.
- Practical experience in designing and validating machine learning models for defect detection.
- Collaboration with cross-functional teams including Process Engineering, Yield Enhancement, and Process Integration.
- Opportunity to deliver a functional prototype, documentation, and recommendations to leadership.
- Potential pathways to full-time employment based on performance and innovation.
Key Responsibilities
- Analyze historical defect and inline detection data to identify patterns of undetected failures.
- Investigate root causes of detection gaps and propose actionable solutions.
- Develop and validate prototype algorithms or workflows for improved inline detection.
- Collaborate with technical teams to integrate solutions into production systems.
- Document findings, create quantifiable metrics for impact, and present recommendations to RDA leadership.
Requirements
- Strong analytical and problem-solving skills.
- Experience with data analysis and visualization tools.
- Understanding of semiconductor manufacturing concepts is preferred but not mandatory.
- Ability to work independently and collaboratively with technical teams.
- Effective communication skills to present findings and recommendations.
Who This Internship Is Ideal For
- Students interested in semiconductor manufacturing, process engineering, and quality control.
- Individuals eager to apply data analytics and machine learning to real-world manufacturing challenges.
- Problem-solvers who enjoy designing innovative solutions to technical gaps.
- Interns looking for hands-on experience in high-volume, high-precision industrial environments.
About Company
Micron Technology, Inc. is a global leader in memory and storage solutions, delivering high-performance DRAM, NAND, and NOR products under the Micron® and Crucial® brands. The company drives innovation in AI, 5G, data centers, and intelligent edge computing, with a commitment to sustainability, operational excellence, and ethical labor practices. Micron fosters an inclusive, innovation-driven workplace for global talent.
Internship Details
- Project: Closing Inline Detection Gaps for Critical Defect Failures in Semiconductor Manufacturing
- Department: Real-time Defect Analysis (RDA)
- Focus Areas: Data analytics, machine learning, defect detection, workflow optimization
- Location: Singapore
- Outcome: Prototype solution for inline defect detection, documentation, and measurable impact metrics
