Data Science | Machine Learning internship: dose control algorithms

# Data Science | Machine Learning Internship: Dose Control Algorithms

The Dose Control team at ASML in Veldhoven develops advanced control methods that enable accurate and stable dose delivery in extreme ultraviolet (EUV) lithography systems. These systems are essential for manufacturing the world's most advanced semiconductor chips.

## Your Assignment

You will work with complex data from scanner subsystems, sensors, and process feedback loops. You will explore how machine learning and AI methods can enhance dose control accuracy, stability, and availability.

Main responsibilities:

• Analyze large, multi-source datasets from lithography system feedback and sensors
• Develop and evaluate data-driven models that support improved dose control strategies
• Combine physical insight with machine learning methods to improve robustness and predictability
• Test and validate algorithms using realistic system data and scenarios
• Translate analysis outcomes into clear recommendations for control improvements
• Collaborate with engineers from different technical backgrounds
• Document results clearly and present findings to the team

## Requirements

• Enrolled in a bachelor's or master's degree
• Study data science, machine learning, applied mathematics, physics, or a closely related field
• Solid experience in Python
• Experience in Machine Learning and/or Artificial Intelligence (must have)
• Analytical and structured approach to complex technical problems
• Clear and collaborative communication in English, both written and spoken