ASML
Graduation Assignment: Introduce Machine Learning for Root Cause Analysis
Introduction
This is a graduation assignment for a master's student in Computer Science or Software Engineering with a drive to explore the domain of Machine Learning.
Job Mission
Huge amounts of test data are generated at ASML every single day, but analysis of this data depends on human experience. This data can form the input for an automated root cause analysis, and Machine Learning can greatly improve root cause patterns identification and speed up their recognition time.
The goal of this assignment is to introduce Machine Learning for Root Cause Analysis in our software testing domain. Our test servers collect and store all data produced by our software regression tests, including the test results and the diagnostic data. The diagnostic data consists of time series of events and sensor measurements. The aim is to identify patterns in this data that are likely to cause a given software error.
You are a master’s student in Computer Science or Software Engineering and a drive to explore the domain of Machine Learning. You have a basic knowledge of Machine Learning concepts, especially in relation to Temporal Series and Root Cause Analysis. Due to the innovative nature of this assignment, you should also be able to perform scientific research autonomously.
This is a graduation internship for 5 days a week with a minimum duration of 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.
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?