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Industrial Engineering Internship: Geometric Deep Learning for Semiconductor Manufacturing

2 maanden geleden


Veldhoven, Noord-Brabant, Nederland ASML Voltijd
About ASML

ASML is a leading global company in the semiconductor manufacturing industry, headquartered in the Netherlands. We design and manufacture complex lithography machines that chipmakers use to produce integrated circuits, or computer chips. Our innovations are at the heart of all electronic devices that keep us informed, entertained, and connected.

About the Role

We are seeking a highly motivated and skilled Master's student in Computer Science, Machine Learning, or related fields to join our team as an Industrial Engineering Intern. The successful candidate will have the opportunity to work on a challenging project that involves designing and developing next-generation geometric deep learning algorithms to improve the performance of our tools and solutions.

Key Responsibilities
  • Design and validate custom-made machine learning architectures for geometric deep learning
  • Work with simulated and measurement data of structures imaged using our machines
  • Perform a detailed and systematic comparison of the current state-of-the-art with the techniques developed in the project
Requirements
  • Master's student in Computer Science, Machine Learning, or related fields
  • Skilled in Signal Processing, Machine Learning, Deep Learning, Python, PyTorch, Tensorflow, Scikit-Learn, JAX
  • Interest in or experience with Graph Neural Networks and physics-informed machine learning
  • Independent, highly motivated, and good technical communication and presentation skills
  • Excellent communication skills in English, both verbally and in writing
What We Offer
  • A challenging and rewarding internship experience with a leading global company in the semiconductor manufacturing industry
  • Opportunity to work on a cutting-edge project that involves designing and developing next-generation geometric deep learning algorithms
  • Practical guidance from experts in the field and the chance to work in a dynamic team environment
  • A monthly internship allowance of maximum €600 (plus a possible housing and free public transport)