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As a Senior Machine Learning Engineer at Capital One, you will be responsible for designing, developing, and implementing machine learning applications at scale. This role involves collaborating with cross-functional teams to solve real-world business problems using ML models and components, as well as making infrastructure decisions, model training, deployment, and monitoring.