As a Lead Machine Learning Engineer at Capital One, you will be part of an Agile team dedicated to productionizing machine learning applications and systems on a large scale. You'll be involved in the design, development, and implementation of machine learning applications, focusing on architectural design and ensuring the performance and availability of these applications.