Computer science | data science internship: AI foundation model for estimation & control

Introduction

Join ASML’s Applied Data Science team, where we develop AI and machine learning solutions that improve the performance and reliability of advanced lithography systems. Our work combines technical expertise with domain knowledge to create data-driven algorithms for calibration, diagnostics, and predictive maintenance. This internship will contribute to exploring cutting‑edge transformer models for in‑context learning, helping optimize control‑loop input estimation in ASML machines. If you are passionate about AI and want to apply your skills to real‑world challenges, this is your opportunity.

Your assignment

You will investigate how pretrained transformer models can perform in‑context learning (ICL) for interpolation and control‑loop input estimation in lithography systems. The goal is to evaluate and fine‑tune models to improve predictive accuracy and decision‑making in production processes.

Your main responsibilities will be:

• Analyze transformer architectures and their ICL capabilities for ASML-specific processes.
• Fine‑tune models on diverse datasets to enhance domain-specific performance.
• Integrate multiple data sources to build robust predictive models.
• Validate results with domain experts and document findings.
• Deliver well‑structured, maintainable code for future use.
• Summarize insights and propose improvements for model deployment.

Your profile

To be suitable for the internship, you:

• Are enrolled in a master’s degree in computer science, data science, applied mathematics, or applied statistics.
• Have strong knowledge of deep learning frameworks (e.g., PyTorch) and Python programming.
• Understand natural language processing and have experience with related projects.
• Are analytical, proactive, and able to work independently.
• Communicate effectively in English (both spoken and written) and are able to explain technical data to the team.

Other requirements you need to meet:

• You are enrolled at an educational institute for the entire duration of the internship;
• Attach your cover letter with a clear motivation why you are interested in this internship assignment in particular;
• You need to be located in the Netherlands to be perform your internship. In case you are currently living/studying outside of the Netherlands, your CV/motivation letter includes the willingness to relocate.
• If you are a non‑EU citizen, studying in the Netherlands, your university is willing to sign the documents relevant for doing an internship (i.e., Nuffic agreement).

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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