Data Science Engineering Internship: Feasibility
6 maanden geleden
**Introduction**:
Are you a master student in Data Science or in a related engineering field, looking for an internship? Are you intrigued by machine learning? Do you enjoy working with big data? Are you skilled in Python and/or MATLAB? Then this internship might be interesting to you
**Background information**:
The throughput regression analysis performed on ASML machines is one of the main tasks of the Productivity EUV team. These analyses are currently performed in a manual fashion, requiring dedicated time from our engineers, which can vary depending on their level of seniority.
**Your assignment**:
Considering the increasing number of machine configurations that are being developed in the EUV line, this approach will shortly become inefficient. This inefficiency will create the need to reduce the amount of time an engineer spends on the analysis by automating as many steps as possible on this process. A first step towards this end goal is to conduct a feasibility study of the different possible solutions, setting the ground for further specialized development.
Your tasks may include, but are not limited to:
- Identify and classify the different failure modes regarding throughput of the ASML machines;
- Identify and simplify the steps of the regression analysis process
- Automate the simple steps of the process;
- Evaluate statistical techniques for automating the complex steps of the process;
- Design a proof of concept of an automated analysis;
- Develop a new implementation and/or extend the already existing script (coding).
**Your profile**:
To be a match for this internship, you:
- Are busy with your master's in Data Science or a related engineering field;
- Are capable of handling, analyzing and visualizing high-volume data;
- Are skilled in programming with Python and/or MATLAB;
- Are knowledgeable in machine learning (plus);
- Have a strong interest in dealing with data;
- Have good communication skills in English (verbal and written).
This is an internship for 3-5 days a week with a duration of minimum 6 months. The start date is as soon as possible.
**Please note that we can only consider students who are enrolled at a school for the entire duration of the internship.**
**Change the world - one nanometer at a time**:
Become an intern at a Dutch company that’s a global industry leader. You’ll gain valuable experience in a highly innovative environment - one that sparks your imagination and creativity. In addition to a monthly internship allowance of maximum €600 (plus a possible housing or travel allowance), you’ll get practical guidance from experts in the field and the chance to work in and experience a dynamic team environment.
**ASML - be part of progress**:
ASML is a high-tech company headquartered in the Netherlands. We manufacture the complex lithography machines that chipmakers use to produce integrated circuits, or computer chips. What we do is at the heart of all the electronic devices that keep us informed, entertained and connected. Every day, you use electronics that simply wouldn’t exist without our machines.
Behind ASML’s innovations are engineers who think ahead. The people who work at our company include some of the most creative minds in physics, electrical engineering, mathematics, chemistry, mechatronics, optics, mechanical engineering, and computer science and software engineering.
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**:
We’re a global team > 40,000 people with > 140 different nationalities and counting. Headquartered in Europe’s top tech hub, the Brainport Eindhoven region in the Netherlands, our operations are spread across Europe, Asia and the US. 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 the opportunity to get to know not only the world of industrial-strength R&D, but yourself - you’ll discover just what 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?**
**Diversity and inclusion**:
ASML is an Equal Opportunity Employer that values and respects the importance of a diverse and inclusive workforce. It is the policy of the company to recruit, hire, train and promote persons in all job titles without regard to race, color, religion, sex, age, national origin, veteran status, disability, sexual orientation, or gender identity. We recognize that diversity and inclusion is a driving force in the success of our company.
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