Data Science Internship: Overlay Modeling

Introduction

Are you a master student in Computer Science, Data Science, Mechatronics Engineering, Physics, Mathematics or a related field looking for an apprentice or graduation internship? Do you have a strong statistical/modeling background and great programming skills? Then this internship might be interesting for you!

Background information

At ASML, the On-product Overlay Control Group aims at ensuring optimal Overlay performance by providing holistic control solutions to our customers. Overlay is a measure of the misalignment between two consecutive lithography layers and as such, it represents one of the most critical KPIs for our customers. The goal of this assignment is to explore new modeling techniques for a given set of overlay measurement data.

Your assignment

For this internship, you will extend a Self-Supervised Learning solution for Overlay modeling, currently in prototype stage. You will touch all the steps of a production-grade Feasibility study. From the context and business understanding, to the data preparation, all the way through the modeling and visualization steps.  In the end you will benchmark the solution against best known Fingerprint Capture methods.

Your Profile

To be a perfect match for this internship, you:

• Are a master student in Computer Science, Data Science, Mechatronics Engineering, Physics, Mathematics or a related field

• Have strong statistical/modeling background and strong programming skills in Python (Object oriented programming, SOLID principles, encapsulation, etc.).

• Know how to use version control in Git. You possess an Intermediate knowledge of MATLAB. Fluent in data wrangling with Pandas.

• Are familiar with the PyTorch deep learning framework and are interested in lithography process.

• Are a self-driven personality who is willing to take ownership of your scope. You  have clear presentation skills a positive mindset and are curious, assertive and easygoing.

​This is a master apprentice or graduation internship with a duration of 6 to 12 months, for 4-5 days a week, starting January/February 2025.

Please note that we can only consider students who are enrolled at an educational institution for the entire duration of the internship.

Leading with purpose

At ASML, we’ve been making giant leaps in microchip manufacturing technology since 1984, with more than 42.000 employees and over 60 locations globally. It’s a common misconception that we make microchips, but we actually design and manufacture the lithography machines that produce microchips.

We're the world’s leading supplier for the semiconductor industry and we take this responsibility very seriously. We strive to be a force for good in the world. Whether enabling energy transition, AI or helping make healthcare more accessible, the work we do at ASML helps unlock the potential of people and society.

Learning and growing

Working at ASML is a journey; an opportunity to never stop learning and growing and we see it as our responsibility

to help you unlock your potential. We offer training and development opportunities, including educational

assistance. Here at ASML, you will find an environment where you can take up multiple growth opportunities, master your competencies and make your mark in a variety of ways.

Belong at ASML

We believe you’ll do your best work when you’re supported by an inclusive environment where you can bring your full self to work. At ASML, you'll feel welcome, recognized and supported by a company that helps you thrive. We’re a highly diverse group of people. No matter who you are in our company, you can have a real influence. You’ll be empowered by flexible working and well-being programs, as well as participate in employee networks such as: ‘Women’, ‘Sports’, ‘Green’, ’Expats’, and more!