24 days ago - req26246

Data Science Graduation Internship: Correlate unexpected disturbances with machine configuration

Data science

Computer science & software engineering

In a nutshell

Location

Veldhoven, Netherlands

Experience

No experience (Student)

Degree

Master

Job Category

Data science, Computer science & software engineering

Introduction

Are you a Master student in the field of Data Science with knowledge on data preparation, machine learning techniques and statistics? Then this graduation project could be interesting for you!

Internship type: Master Graduation

Start Date: as of September 2021

Background Information

This is an assignment in the TwinScan Software Product architects group at the Architects department in ASML Development & Engineering.

Scanners in the field present different millisecond disturbances and the cause is not always known for a product line or a particular group of products. We have the hypothesis that these disturbances are connected with the machine configuration and we would like to test that hypothesis.

Your Assignment

The assignment is to automatically correlate unexpected disturbances with machine configuration using field data. The tasks are understanding the data, prepare it, pre-process and select the ML algorithm to automate this correlation root cause finding.

The assignment will be done using the KNIME open source data analytics tool, Python and data sources from the ASML’s Central Data Lake (or other supplementary sources).

Your Profile

• You are a Master student with a background in Data Science (must have) with Software Engineering skills (wish to).
• You have knowledge on data preparation, familiarity with machine learning techniques (e.g. Neural Networks, Pattern Mining) and statistics to interpret the results
• You have a proactive and curious character with a resilient approach to its own job.

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

For doing an internship at ASML, you need to be enrolled as a student at an educational institute during the entire duration.

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 based on your educational level and number of days per week, plus a possible housing or travel allowance. More information on the allowances can be found on our website. In addition you will 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 applications 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. At ASML we are always pushing technology further.

Students: Getting ready for the real-world
Teamwork is key within ASML. Our R&D team is more than 5,500 people strong and worldwide we form one big team with over 25,000 employees. These colleagues have 123 different nationalities and work at our major sites on three continents.

Dozens of diverse, interdisciplinary teams work in parallel to meet a challenging development schedule. In this inspiring 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 and get a feel for that excites you most. Use your education, gain real-life working experience and explore the world of high-tech – all at the same time.

How will you be part of progress?