The role involves developing automated data collection solutions to enhance PMON pre-map data quality, collaborating with engineers, and analyzing data patterns.
Our vision is to transform how the world uses information to enrich life for all.
Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing.
Project Title
Streamlining PMON Pre-Map Data Through Automated Data Collection and Analysis
Project Description
This project focuses on improving the quality of PMON pre-map data by developing an automated data collection and analysis solution. The objective is to identify abnormal or high-risk pre-map wafers early and highlight potential data quality issues, enabling engineers to make informed decisions before downstream impacts occur.
Objective of the Project
To reduce false or inaccurate PMON data that may lead to unnecessary tool qualification interruptions by improving data visibility and detection logic.
Project Scope
Learning Opportunities
Deliverables
Impact of the Project
Improved data quality insights to support better tool qualification decisions and overall tool availability.
Required Skillset
Course of Interest
Open to students from any course of study
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.
Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing.
Project Title
Streamlining PMON Pre-Map Data Through Automated Data Collection and Analysis
Project Description
This project focuses on improving the quality of PMON pre-map data by developing an automated data collection and analysis solution. The objective is to identify abnormal or high-risk pre-map wafers early and highlight potential data quality issues, enabling engineers to make informed decisions before downstream impacts occur.
Objective of the Project
To reduce false or inaccurate PMON data that may lead to unnecessary tool qualification interruptions by improving data visibility and detection logic.
Project Scope
- Collaborate with manufacturing engineers to understand PMON pre-map data flows and qualification requirements
- Design and develop a prototype program or logic to analyze pre-map data patterns
- Establish criteria to identify high-risk or abnormal PMON wafers for early flagging
- Validate the analysis results using historical or sample datasets
Learning Opportunities
- Gain hands-on exposure to manufacturing tool qualification processes
- Understand data quality concepts within semiconductor manufacturing
- Apply programming or AI techniques to solve real-world manufacturing problems
- Learn how data-driven insights support tool availability and manufacturing efficiency
Deliverables
- A working prototype or workstation (WS) solution that analyzes pre-map data
- Logic or model to flag potential high-risk pre-map wafers
- Documentation outlining methodology, assumptions, and findings
Impact of the Project
Improved data quality insights to support better tool qualification decisions and overall tool availability.
Required Skillset
- Strong programming background (e.g., Python, data analysis tools)
- Knowledge or interest in data analytics, automation, or AI/ML is an advantage
- Analytical thinking and problem-solving skills
Course of Interest
Open to students from any course of study
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.
Micron Technology Singapore, Singapore, SGP Office
1 Woodlands Ind Park D St 1, Singapore, Singapore, 738799
Micron Technology Singapore, Singapore, SGP Office
1 N Coast Dr, Singapore , Singapore, Singapore, 757432
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