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Location
Singapore
Department
Test Engineering
Project Title
AI-Enabled Predictive Analytics for SSD Test Equipment Health Monitoring
Project Description
Objective of the Project
Develop a data-driven equipment monitoring framework that leverages engineering data and AI-enabled analytics to identify early indicators of equipment degradation, optimize maintenance strategies, and improve SSD test equipment reliability in a high-volume semiconductor manufacturing environment.
The intern will gain hands-on exposure to semiconductor manufacturing, equipment engineering, data analytics, automation, and AI-enabled engineering workflows while working on real-world manufacturing challenges.
Project Scope
Learning Opportunities
- Understand SSD test manufacturing processes and semiconductor production environments.
- Learn the architecture and operation of automated SSD test equipment platforms.
- Gain experience in equipment reliability engineering and predictive maintenance methodologies.
- Develop skills in data extraction, cleansing, analysis, and visualization using engineering datasets.
- Apply AI tools and analytical techniques to derive actionable equipment health insights.
- Collaborate with equipment, process, manufacturing, and automation engineering teams on cross-functional improvement initiatives.
Deliverables
- Develop a centralized equipment health monitoring dashboard utilizing manufacturing and equipment datasets.
- Perform statistical analysis to identify key indicators associated with equipment performance degradation.
- Create an AI-assisted anomaly detection methodology for selected equipment subsystems.
- Recommend predictive maintenance opportunities based on engineering data findings.
- Document the analysis methodology, results, and business impact of the implemented solution.
- Present project outcomes and recommendations to site engineering stakeholders.
Skillsets Required
- Fundamental understanding of engineering principles and data analysis concepts.
- Programming knowledge in Python, SQL, or equivalent analytical tools.
- Familiarity with data visualization platforms such as Tableau, Power BI, or similar tools.
- Strong analytical and problem-solving skills.
- Effective verbal and written communication skills.
- Exposure to AI tools, machine learning concepts, or AI-enabled workflows is advantageous.
- Ability to work independently while collaborating effectively within cross-functional teams.
Course of Interest
The ideal candidate should be pursuing Computer Engineering, Electrical Engineering, Electronic Engineering, Mechanical Engineering, Data Science, Industrial Engineering, Computer Science, Artificial Intelligence, or a related field of study.
Duration of Period
The ideal candidate should be able to commit to a full-time internship period of 5 months from Jan to May 2027.
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 [email protected]
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.
AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate's true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.
Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.
Skills Required
- Pursuing a degree in Computer Engineering, Electrical Engineering, Electronic Engineering, Mechanical Engineering, Data Science, Industrial Engineering, Computer Science, Artificial Intelligence, or a related field
- Fundamental understanding of engineering principles and data analysis concepts
- Programming knowledge in Python, SQL, or equivalent analytical tools
- Familiarity with Tableau, Power BI, or similar data visualization platforms
- Strong analytical and problem-solving skills
- Effective verbal and written communication skills
- Ability to work independently and collaborate effectively within cross-functional teams
- Exposure to AI tools, machine learning concepts, or AI-enabled workflows
- Commitment to a full-time five-month internship from January through May 2027
Micron Technology Compensation & Benefits Highlights
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Healthcare Strength — Health insurance is portrayed as comprehensive, with medical, dental, vision, prescription coverage and access to on-site or near-site health centers at many locations. Feedback suggests employees regard the coverage as very good overall.
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Retirement Support — The 401(k) program is considered strong, with company materials citing a 5% match and multiple contribution options. Feedback suggests this match is frequently highlighted as a standout benefit.
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Equity Value & Accessibility — Equity participation is accessible through a 15%‑discount ESPP, with RSUs offered in eligible roles. Feedback suggests these stock programs add meaningful value to total compensation.
Micron Technology Insights
What We Do
We are a world leader in innovative memory solutions that transform how the world uses information to enrich life for all. For over 45 years, our company has been instrumental to the world’s most significant technology advancements, delivering optimal memory and storage systems for a broad range of applications.
Why Work With Us
Global opportunities, team member development, and career advancement—Micron invests in you and celebrates your skills, a growth mindset, and the tenacity to strive. At Micron, everyone innovates.
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Micron Technology Offices
Hybrid Workspace
Employees engage in a combination of remote and on-site work.
Micron recognizes the importance of maintaining a healthy work-life balance to foster a culture of collaboration, innovation and meet the needs of the business. In alignment with these values, we offer four flexible work arrangement options