30+ days ago - req9904

Graduation assignment: Data Science for error patterns

Research & development

Computer science & software engineering


Data science

In a nutshell


Veldhoven, Netherlands


Research & development


No experience (Student)



Job Category

Computer science & software engineering, Mathematics, Data science


Are you a Master student with a background in Mathematics or statistics and interested in finding error patterns? Then this graduation assignment could be interesting for you.

Job Mission

ASML produces machines having nanometer accuracy. This means that the accuracy of the calibrations of these machines is in fraction of nanometer. The Reference and Control team within ASML is responsible for some of these sub-nanometer calibrations. In doing this one wants to find and understand error patterns: this is definitely a very complex and challenging data science problem.

Job Description

The primary goal of your assignment is to find hidden, and so far unknown to ASML, error patterns. The statistical significance of the found patterns must be proven. The secondary goal of your assignment is to give a physical interpretation of the found patterns.

This project has interfaces with: statistics, linear algebra, data science and programming. You will be working with a team of experts in statistics, optimization and metrology.


The candidate must be close to complete a MSc in Applied mathematics, Applied Statistics or computer Science. A good knowledge of data science and statistics is a must. In addition a possession of a very good Software techniques is required. Matlab knowledge is a pus.

This is a graduation internship for 5 days a week with duration of a minimum 6 months.

Please keep in mind that we can only consider students (who are enrolled at a school during the whole internship period) for our internships and graduation assignments.

Other information

What ASML offers
Your internship will be in one of the leading Dutch corporations, gaining valuable experience in a highly dynamic environment. You will receive a monthly internship allowance of 500 euro (maximum), plus a possible housing or travel allowance. In addition, you’ll get expert, practical guidance and the chance to work in and experience a dynamic, innovative team environment.

ASML: Be part of progress
We make machines that make chips – the hearts of the devices that keep us informed, entertained and safe; that improve our quality of life and help to tackle the world’s toughest problems.

We build some of the most amazing machines that you will ever see, and the software to run them. Never satisfied, we measure our performance in units that begin with pico or nano.

We believe we can always do better. We believe the winning idea can come from anyone. We love what we do – not because it’s easy, but because it’s hard.

Students: Getting ready for real-world R&D
Pushing technology further is teamwork, and our R&D team is more than 5,500 people strong, with major sites on three continents. Dozens of diverse, interdisciplinary teams work in parallel to meet a challenging development schedule.

In such an environment, your colleagues may be sitting next door, or they could be thousands of kilometers away in a different country, or even working for a different company.

An internship at ASML is your opportunity to get to know this world of industrial-strength R&D and get a feel for that excites you most. Will you design a part of the machine, or make sure it gets built to the tightest possible specifications? Will you write software that drives the system to its best performance, or work side-by-side with the engineers of our customers in a fab, optimizing a system to the requirements of the customer?

How will you be part of progress?