Manager, Data Science - AI Foundations
Core
Build and ship state-of-the-art scalable AI/ML solutions and generative AI features for Capital One's mobile app and digital assistant Eno, serving 80+ million customers.
Role type
Manager, Data Science - AI Foundations (Hands-on IC with leadership)
Builds
AI/ML solutions, generative AI features, NLP models, and scalable production systems for the mobile app and digital assistant.
Domain
Financial services, Generative AI, Large Language Models (LLMs), Natural Language Processing (NLP)
Deliverable
production ML models
Required skills
LLMs, NLP, PyTorch, AWS, Hugging Face, LangChain, Lightning, VectorDBs, training optimization, self-supervised learning, explainability, RLHF, SQL, Python, Scala, R
Preferred skills
PhD in STEM, AWS experience, 4+ years Python/Scala/R, 4+ years ML, 4+ years SQL
Technologies
PyTorch, AWS Ultraclusters, Hugging Face, LangChain, Lightning, VectorDBs
Responsibilities
Partner with cross-functional teams to deliver AI-powered products; leverage a broad tech stack to reveal insights in numeric and textual data; be the expert in NLP to harness LLMs for customer-facing applications; build ML/NLP models through design, training, evaluation, and validation; operationalize models in scalable production systems.
Seniority
Manager, hands-on IC with team leadership
