Graduation assignment: Data Science for error patterns Job in Veldhoven, Netherlands

ASML is one of the world’s leading manufacturers of chip-making equipment.

Our vision is to enable affordable microelectronics that improve the quality of life. To achieve this, our mission is to invent, develop, manufacture and service advanced technology for high-tech lithography, metrology and software solutions for the semiconductor industry.

ASML's guiding principle is continuing Moore's Law towards ever smaller, cheaper, more powerful and energy-efficient semiconductors. This results in increasingly powerful and capable electronics that enable the world to progress within a multitude of fields, including healthcare, technology, communications, energy, mobility, and entertainment.

Working at ASML
We provide the world’s top chipmakers everything they need to create better performing, cheaper semiconductor chips. Simply put: we are an industry leader supporting industry leaders.

As such, you’ll be encouraged to bring your best ideas and act on them. You’ll have the freedom, trust, and support in your field to experiment and solve complex challenges. Things are rarely dull when you’re constantly breaking new ground.

But despite our fast-paced environment at the forefront of tech, we take your work-life balance and wellbeing seriously. A business is only as good as its employees.

So join us, and you’ll be a part of a global collaboration. One that promotes creativity, the inclusion of highly diverse teams, and an exciting and dynamic work environment. Join us, and you’ll be a part of progress.

Graduation assignment: Data Science for error patterns Job Description

Introduction
Are you a Master student with a background in Computer science or related and interested in optimization techniques and statistics? 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. These patterns must be statistically significant and therefore must be verified on big amount of data. The secondary goal of your assignment is to give a physical interpretation of the found patterns. This is a data science project and, as such requires the knowledge of data science concepts and optimization techniques like Evolutionary Algorithms, surrogate model optimization, Bayesian optimization, …
You will be working with a team of experts in optimization and metrology.

Graduation assignment: Data Science for error patterns Job Requirements

Education
The candidate must be close to complete a MSc in Computer Science, Applied mathematics or Applied Statistics. A good knowledge of optimization techniques, statistics and Matlab is a must. In addition to Matlab knowledge, a possession of a very good SW technics is required.

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?

Graduation assignment: Data Science for error patterns Application Information

Please apply with your CV and cover letter by the 'apply' button below

Remember - you found this opportunity on Qreer.com

Graduation assignment: Data Science for error patterns Summary

To apply for this position you will be taken to the recruiter's website. Please click Next below to continue.