Manager, Data Science - AI Foundations
Core
Building and shipping state-of-the-art scalable AI/ML solutions and generative AI features for Capital One's mobile app to personalize customer experiences and enable interactions with the digital assistant Eno.
Role type
Manager, Data Science - AI Foundations (Hands-on IC with leadership)
Builds
Scalable AI/ML architecture, generative AI features, and NLP models for the Capital One mobile app serving 80+ million customers.
Domain
Financial services / Generative AI / Natural Language Processing (NLP)
Deliverable
production ML models
Required skills
Large Language Models (LLMs), Natural Language Processing (NLP), machine learning model training and fine-tuning, scalable system design, open-source tools, cloud computing platforms, training optimization, self-supervised learning, explainability, RLHF
Preferred skills
AWS experience, Python, Scala, or R, SQL
Technologies
Pytorch, AWS Ultraclusters, Hugging Face, LangChain, Lightning, VectorDBs
Responsibilities
Partner with cross-functional teams to deliver AI-powered products; leverage a broad technology stack to reveal insights from huge data volumes; build and operationalize ML/NLP models through design, training, evaluation, and validation; challenge conventional thinking to improve the status quo; mentor talent development for the team.
Seniority
Manager, hands-on IC with team leadership