Job Description

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.

Summary:

Applying machine learning techniques and data analytics on the big data for manufacturing operation, transforming large-scale operational data into actionable insights that drive equipment optimization and productivity improvements.

Department:

Manufacturing Diffusion

Project Title:

Productivity improvement using advanced data analytics and machine learning

Project Description:

Micron's manufacturing operations are increasingly adopting big data and machine learning to enhance productivity and quality.This project focuses on developing innovative analytics methods to process large datasets--such as particle mapping, ETO and SPC charts, and WIP conditions--to enable timely and effective machine-level interventions. Student will gain exposure to industrial data analytics, simulation, and optimization techniques, and will contribute to solving real-world challenges in state-of-the-art semiconductor manufacturing. The intern will also have opportunity to collaborate with a cross-functional team and learn from industry experts throughout the solution development lifecycle.

Scope

Explore various machine learning and advanced data analytics to transform large-scale manufacturing data--such as particle mapping, ETO/SPC charts, and WIP conditions--into actionable insights for equipment optimization. The goal is to enhance productivity and enable timely machine-level interventions.

Deliverable

Develop an end-to-end data analytics and machine learning solution to optimize equipment performance in manufacturing diffusion by transforming large-scale test and measurement data into actionable insights.

Impact of Project:

Improved manufacturing productivity and process efficiency

Skillset

Require:

General machine learning concepts, problem-solving and analytical thinking, data analytics and programming (R, Python)

Course of interests:

Data analytics related courses, i.e., Engineering, Statistics, Mathematics, Computer Science

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 hrsupport_sg@micron.com


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.


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