Data Science | Computer Science internship keyword extraction models

Introduction

You will join the Quality & Excellence and imaging optics mechatronics team within ASMLs manufacturing organization in Veldhoven.
This team supports engineers by improving how technical knowledge is discovered and reused.
During the Data Science Computer Science internship: keyword extraction models you will help transform large collections of written information into structured insights.
Your work will contribute to improve consistency searchability and decisionmaking across teams.
This internship offers hands-on experience in applied data science within a hightech environment.

Your assignment

In this internship you will design and validate a clear approach to identify meaningful keywords from text.

You will combine rulebased techniques with lightweight machinelearning methods to create a reusable approach that uses keywords to identify classify and link related documents helping teams clearly understand how problems and solutions connect.

Within the Data Science Computer Science internship: keyword extraction models your main responsibilities will be:

• Design a text preprocessing flow using standard well-documented approaches.

• Apply predefined keyword selection rules and evaluate their effectiveness.

• Train and assess lightweight machinelearning models for keyword relevance.

• Create mappings between documents based on shared or related keywords.

• Visualize relationships using clear graphs clusters or comparison matrices.

• Structure extracted keywords so they can be reused across teams and systems.

• Document your approach and present results to technical and nontechnical audiences.

This is a bachelor or master internship for minimum 3 months minimum 3 days per week (1 days onsite).
The start date of this internship is as of September 2026 and starting earlier is possible.
Throughout the internship you will receive guidance from experienced colleagues and space to explore your ideas.

Your profile

To be suitable for the internship you:

• Are enrolled in a bachelors or masters degree in data science or computer science.

• Have basic experience with Python programming for data analysis or modeling.

• Show interest in text analysis and Natural Language Processing concepts.

• Work in a structured and analytical way when solving problems.

• Communicate clearly and enjoy collaborating with people from different backgrounds.

This assignment is designed for curious students who want to apply their skills in a real industrial context.
At ASML you are encouraged to learn share ideas and contribute from day one.
We value diverse perspectives and welcome applicants from all backgrounds.
If you want your work to have visible impact while developing practical skills this internship could be right for you.

This position requires access to controlled technology as defined in the United States Export Administration Regulations (15 C.F.R. 730 et seq.). Qualified candidates must be legally authorized to access such controlled technology prior to beginning work. Business demands may require ASML to proceed with candidates who are immediately eligible to access controlled technology.

Inclusion and diversity

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 inclusion and diversity is a driving force in the success of our company.

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