Gathering requirements for IC field failure root-cause characterization
Literature survey to understand existing state of the art and potential areas for innovation
Developing preliminary data mining/analysis techniques , including natural language processing and image classification/segmentation agents applied to IC field failure reports
Training these agents on a subset of IC field failures to create a machine learning model to categorize a much larger universe of failures
Benefits
A great opportunity to develop your skills (technical, soft skills, communication, etc.)Gaining experience in a multinational and diverse environmentPossibility to become part of NXP's Young Professional Talent PoolWorking on real assignments which contribute to NXP's objectivesYour profileMaster of Science - last year of engineer ing school, with strong bases/understanding of Machine Learning, Computer Vision, Neural Networks, Generative AI and Natural Language Processing. A familiarity with CMOS circuits would be a plusAffinity with Python programming developmentG ood level of English proficiency is required (attendance at meetings / presentations to international team, reading and writing of documentation)DurationThis is a full-time internship (40 hours per week) with a duration of 6 months or longer. The assignment could also be suitable as a thesis/graduation project.Please note that in order to be considered for an internship/working student assignment, you need to be registered as a student during the entire period.Creating Secure Connections and Infrastructure for a Smarter WorldNXP Semiconductors N.V. (NASDAQ: NXPI) makes products and environments safer, more sustainable, and more secure with innovative connectivity and edge processing solutions for a smarter world.More information about NXP in the Netherlands...#LI-f5d0Vision insurance
Additional Information
Your Team
The Analog Competency Center provides leading-edge custom analog, ESD and IO solutions for microprocessors and microcontrollers with mixed A/D signal processing circuits. We are currently looking for a student for a 6-month internship to develop and prototype a new machine learning and computer vision system that will be used to debug and categorize IC field failures .
Nxp Semiconductors · Eindhoven, Netherlands