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Location:
MSB (Micron Semiconductor Asia Operations)Department:
Solid State Drive Manufacturing (SSD Manufacturing)Project Title
SMT Automated Optical Inspection (AOI) Process Optimization and Data Analytics
Project Description
This internship project focuses on improving the performance of the SMT Automated Optical Inspection (AOI) process within a semiconductor manufacturing environment. The project emphasizes structured learning through data analysis, engineering evaluation, and development of improvement solutions.
The intern will work with AOI inspection datasets to identify patterns related to false triggers and false rejects and assess opportunities for process optimization. The intern will also have opportunities to leverage AI and data analytics tools to support data interpretation, pattern recognition, and engineering decision-making. These may include the use of AI-enabled tools to explore data trends, improve insight generation, and enhance evaluation of potential process improvements.
Objective of the Project
- Analyze AOI data to identify key factors affecting inspection accuracy
- Evaluate opportunities to reduce false triggers and false rejects
- Develop data-driven improvement concepts
Project Scope
- Perform data analysis to identify trends and anomalies
- Conduct structured root cause investigation on key defect classifications
- Evaluate process behavior through engineering methods
- Propose improvement concepts and monitoring approaches
- Explore the application of AI-enabled tools to enhance data interpretation and analysis consistency
Learning Opportunities
- Exposure to SMT manufacturing and AOI systems
- Development of analytical and problem-solving skills
- Understanding of process optimization and quality methodologies
- Awareness of AI-enabled approaches in engineering analysis
Deliverables
- Data analysis outputs and key findings
- Root cause analysis documentation
- Improvement proposals with supporting insights
- Final project presentation
Impact of the Project
Supports improved inspection accuracy, contributing to better product quality and manufacturing efficiency
Skillsets Required
- Engineering background (Mechanical, Electrical, Mechatronics, or related)
- Strong analytical and problem-solving skills
- Ability to interpret engineering data
- Familiarity with data analytics tools; exposure to AI-enabled tools is an advantage
Course of Interest
The ideal candidate should be pursuing a certification in Mechanical Engineering, Electrical Engineering, Mechatronics Engineering, or a related field on a full-time basis.
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.
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