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JR60611 Intern - F10 Quality - PCS Advanced Data Analytics

Summary:

Applying data analytics and machine learning techniques on the big data from quality area for faster quality metrics drift detection. Develop an end-to-end solution from data query, pre-processing, analytics and results visualization.

Department: Quality Engineering Advanced Process Control

Project Title: faster quality metrics drift detection using advanced data analytics and machine learning

Description:

• Data analytics and machine learning has been introduced in the Micron manufacturing operations to improve efficiency. There are intensive quality metrics monitoring before product being shipped out. New big data and machine learning based data analytics methods are demanded of faster drift detection.

• In this project, a novel method will be developed to leverage analytics and machine learning on the big data generated from various electrical, physical tests and measurements for earlier drift detection of quality healthy metrics.

• the student will have the opportunity to learn and apply industrial data analytics, modeling, simulation and optimization skills to solve the practical issues and bring real impact on the state-of-arts semiconductor manufacturing process.

• The intern will also have opportunity to participate to an end-to-end solution development team to contribute ideas and learn from industrial subject experts.

Scope: Explore various machine learning techniques for the feature selection, modeling and simulation on the big test and measurement data. Explore inline and probe data correlation. Explore multiple variables optimization.  Explore surface curve turning point detection.

Deliverable: Accurate modeling of the quality metrics, early drift detection

Impact of Project: improved product quality control

Skillset Require: general problem solving, data analytics, programming language R, python

Course of interests: data analytics related courses, i.e., engineering, statistics, mathematics, computer science

Duration Period: min 5 months (Semester Internship from January 2025 to May 2025)

Location: Micron F10N, 1 North Coast Drive.

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.