Data Science | Engineering internship: clamp performance modeling

Job description

Introduction The Wafer Table and Clamp Analysis Group at ASML focuses on improving the performance of wafer handling in lithography systems. As an intern, you will help analyze how wafer clamps influence accuracy, productivity, and system availability. This Data Science | Engineering internship: clamp performance modeling contributes directly to understanding performance drivers using data and predictive models. You will work with motivated engineers and gain hands-on experience in a high-tech environment. If you enjoy data analysis and want to make an impact, this internship is a great fit. Your assignment: In this Data Science | Engineering internship: clamp performance modeling, you will work with performance data to improve predictions of clamp behavior and wear. You will analyze historical datasets and enhance an existing machine learning framework. Your work will help teams take better decisions that improve system performance. Your main responsibilities will be: Analyze historical clamp performance data and identify meaningful patterns Classify data fingerprints linked to performance and wear effects Improve and validate an existing machine learning model Design and develop...