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Strong fit if you enjoy applied ML research in a large financial institution near Tysons/Fairfax, building agent and graph-based systems with measurable product impact—not pure academic research alone.
As an Applied Researcher II at Capital One, a typical day centers on designing and evaluating research prototypes for multi-agent systems, knowledge graphs / GraphRAG / graph-of-thought methods, and agent tooling (e.g. MCP, LangGraph, agent protocols). Expect literature review, experiment design, coding and evaluation pipelines, write-ups of findings, and collaboration with product and engineering teams so methods can move toward production banking use cases.
Prioritize multi-agent systems, knowledge graphs / GraphRAG, graph-of-thought reasoning, LangGraph-style orchestration, MCP/agent protocols, strong Python/ML evaluation skills, and clear research communication. No certification list or costs were provided for this family.
Pimmit / Fairfax County, Virginia (on-site listing; remote flag is 0), near Capital One’s Northern Virginia footprint.
It is a major U.S. bank holding company (ticker COF) known for credit cards, consumer banking, and related payment networks.
Applied research in multi-agent systems, knowledge graphs/GraphRAG, agent frameworks, solid experimentation, and the ability to partner with engineering on real banking problems.
Website: capitalone.com
Capital One Financial Corporation is an American bank holding company headquartered in Tysons, Virginia, with operations in the United States, Canada, and the United Kingdom. It is one of the largest banks in the United States, one of the largest car finance companies in the United States, and is the largest issuer of credit cards in the United States. It owns the Discover Card, Diners Club, and Pulse payment networks. The company's three business segments are credit cards, consumer banking, and commercial banking. It has approximately 750 bank branches, including over 60 c…
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CAPITAL ONE — Pimmit, Fairfax County About the Role We are seeking an Applied Researcher II to join our team at Capital One. As a leading innovator in AI and machine learning, we are dedicated to creating trustworthy and reliable systems that enhance customer experiences across banking. In this role, you will contribute to cutting-edge projects aimed at improving real-time automated responses and detecting unusual activities. Core Duties Analyze data and develop models for predictive analytics and machine learning applications. Conduct research on emerging technologies in AI and ML to inform product development. Collaborate with cross-functional teams to implement solutions that enhance customer service and security. Ensure the ethical use of technology by adhering to industry standards and best practices. Qualifications A minimum of 5 years of experience in AI, machine learning, or a related field. A Master’s degree in Computer Science, Statistics, Mathematics, or a relevant discipline is required; a Ph.D. is preferred. Strong proficiency in programming languages such as Python and R. Familiarity with data preprocessing, model training, and evaluation techniques. Experience with cloud platforms like AWS or GCP for deploying machine learning models. More About Capital One At Capital One, we are committed to creating a workplace that values diversity and inclusion. Our team is dedicated to developing innovative solutions that make banking more accessible and secure for our customers. We offer competitive compensation packages, comprehensive benefits, and opportunities for professional growth. Apply Today To apply, complete your application directly on this page, or you'll be redirected to the employer's application platform to finish submitting there.
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