Computer | Data Science internship: migration of Excel tooling into Python with GUI

Job description

Introduction ASML is developing state-of-the-art technology for the semiconductor industry. Reliability of our systems is of key importance to our customers. Accurate reliability insights from field data contribute to a wide range of activities, such as stocking planning, service contracts, and design improvements. To enable our engineers to perform analyses fast and efficiently, we have an in-house developed library in python to perform flexible deepdives with a very specific scope depending on the requirements. Currently this library allows experienced engineers to quickly support reliability goals and support other departments with the gained insights by use of Jupyter-notebooks. This library furthermore standardizes the WoW in cleaning and manipulating our data sources, while at the same time reducing the maintenance effort. Your Assignment: One of our operational projects is still relying heavily on an extensive Excel script with many macro's behind it, make it slow in processing and not future-proof. The already available and internally developed python reliability package provides all data processing steps and the majority of the required interfaces to build a GUI which can...