Smart MFG & AI Intern

Req. ID: 142601 

Project Title

Evaluating market available solutions for failure mode modeling based on existing operational contexture data.

Project Scope

As new products and processes are being introduced into the nano geometry IC manufacturing line, yield learning and improvement are facing great challenges due to interactions between the design and process.  Data analytics into both random defects and systematic yield lost mechanisms involve massive data mining and correlation on inline measurements.  This project explores to model an identified failure mode based on inline contexture information in a state-of-the-art advanced wafer fabrication environment.

This projects includes the use of Hadoop technology couples with existing market available solutions to do the following:

• Perform research for multivariable model building.
• Data query and preparation via Spark from Hbase.
• Work with Subject Matter Expert for features selection.
• Evaluate market available solutions on failure mode models building.
• Develop graphical visualization on correlation and predictive models.
• Compare the models and make recommendation.

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.

For US Sites Only: To request assistance with the application process and/or for reasonable accommodations, please contact Micron’s Human Resources Department at 1-800-336-8918 or 208-368-4748 and/or by completing our General Contact Form

Keywords:  Singapore || North West (SG-03) || Singapore (SG) || Frontend Manufacturing || Intern || Internship || Engineering || #LI-IT1 || Tier 1 ||