Fall 2025 - Spring 2026 UMD-College Park & UIUC Incubator Labs, Academic Year Cohort

Capital One is a diversified bank that offers a broad array of financial products and services to consumers, small businesses and commercial clients. A Fortune 500 company, Capital One has one of the most widely recognized brands in America and is one of the nation's top 10 largest banks based on deposits. Capital One has also been recognized for the second consecutive year as a top global bank in AI and the leading bank for AI talent by the Evident AI Index. We are fueling the frontiers of state-of-the-art AI research in finance to help make banking simpler and safer for our 100 million customers. Solving the hardest problems in AI and Machine Learning requires a coming together of world-class talent that resides both in academia and industry. Capital One Tech incubators are dynamic on-campus hubs for collaborative learning and innovation. There, student interns will apply classroom learning to real-world problems and experiences in areas like AI, machine learning, and data science. We pair some of our best scientists and technology associates to guide students and work hand-in-hand on key projects related to research and business use cases at Capital One. Students in the program will have the opportunity to contribute to a diverse range of real-world, interdisciplinary projects that may range from: Partnering with a cross-functional team of engineers, research scientists, technical program managers, and product managers who deliver AI Engineering products Developing ML platforms and products, where the work involves a variety of modern software engineering practices like large scale data engineering and analytics, libraries and tooling, MLOps, CI/CD, and open source, among others. Using the latest in computing and machine-learning technologies to work with large-scale data and cloud-based processing, applying a statistical mindset to your work.

Capital One is a diversified bank that offers a broad array of financial products and services to consumers, small businesses and commercial clients. A Fortune 500 company, Capital One has one of the most widely recognized brands in America and is one of the nation's top 10 largest banks based on deposits.