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 wit...