As a Senior Machine Learning Engineer at Capital One, you'll work on developing and implementing machine learning applications, collaborating with cross-functional teams, optimizing models, and ensuring best practices in AI. Key responsibilities include designing data pipelines, retraining models, and using programming languages and frameworks to deliver solutions.