As a Distinguished Machine Learning Engineer at Capital One, you will lead engineering teams in the production of machine learning applications, optimize performance, mentor engineers, and drive innovation in AI/ML use cases in the financial sector. Responsibilities include developing ML models, optimizing data pipelines, and collaborating with various teams to solve complex business problems.