Capital One
AppliedResearcherII,AIFoundations
“Applied Researcher II, AI Foundations at Capital One. Skills: AI Foundations, Machine Learning, Deep Learning, Applied Research. Partner with cross-functional teams. Deliver AI-powered products”
Industry & Context.
Analyzing; Creating; Asking questions; Finding answers
What They're Looking For.
Must Have
PhD in EE, CE, CS, AI, Maths or related fields, 2 years of experience in Applied Research, MS in EE, CE, CS, AI, Maths or related fields, 4 years of experience in Applied Research
Nice to Have
PhD in Computer Science, Machine Learning, Computer Engineering, Applied Mathematics, Electrical Engineering or related fields, LLM, PhD focus on NLP, Masters with 5 years of industrial NLP research experience, Multiple publications on pre-training of large language models, Member of team that has trained a large language model from scratch, Publications in deep learning theory, Publications at ACL, NAACL and EMNLP, Neurips, ICML or ICLR, Behavioral Models, PhD focus on geometric deep learning, Multiple papers on graph and sequential data structures, Worked on scaling graph models to greater than 50m nodes, Experience with large scale deep learning based recommender systems, Experience with production real-time and streaming environments, Contributions to common open source frameworks, Proposed new methods for inference or representation learning on graphs or sequences, Worked datasets with 100m+ users, PhD focused on optimizing training of very large deep learning models, Multiple years of experience and/or publications on optimizing training of very large deep learning models
What You'll Do.
Partner with cross-functional teams
Deliver AI-powered products
Leverage technologies to reveal insights
Build AI foundation models
Design AI foundation models
Train AI foundation models
Evaluate AI foundation models
Validate AI foundation models
Implement AI foundation models
Engage in applied research
Push AI developments into customer experiences
Translate complexity into business goals
How You'll Work.
Team & Collaboration
Cross-functional team; Data scientists; Software engineers; Machine learning engineers; Product managers; Academia; Product leaders; Technology leaders; Business leaders; Stakeholders
Communication Scope
Translate complexity
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