Data Science Manager: NLP & ML at Scale

Capital One; McLean (VA); On-site; USD 197,000 - 225,000; Full time

Job summary

Capital One is seeking a Manager, Data Science - People Tech to lead AI-powered product development across billions of records. You will collaborate with data scientists, software engineers, and product managers to deploy models into production, leveraging PyTorch, AWS, Hugging Face, LangChain and other tools to extract business value while maintaining governance.

The role emphasizes NLP, LLMs, scalable production systems, and translating complex models into actionable business outcomes.

Qualifications

• Bachelor’s/Master’s/PhD in a quantitative field with data analytics experience.
• 1+ year open-source languages for large-scale data analytics.
• 1+ year machine learning experience.
• 1+ year experience with relational databases.

Responsibilities

• Partner with cross-functional teams to deliver AI-powered products.
• Develop and productionize ML/NLP models end-to-end.
• Translate complex work into business goals.
• Ensure model compliance and production readiness.
• Operate with engineers to scale production systems for 80+ million customers.

Skills

Model deployment

NLP & LLMs

Python/Scala/R

Cloud & AWS

Cross-functional collaboration

Machine learning

Relational databases

Education

Bachelor's degree (quantitative)

Master's degree in quantitative field or MBA (quant)

PhD in quantitative field

Tools

PyTorch

AWS Ultraclusters

Hugging Face

LangChain

Lightning

VectorDBs

Job description

Capital One is seeking a Manager, Data Science - People Tech to lead AI-powered product development across billions of records. You will collaborate with data scientists, software engineers, and product managers to deploy models into production, leveraging PyTorch, AWS, Hugging Face, LangChain and other tools to extract business value while maintaining governance.

The role emphasizes NLP, LLMs, scalable production systems, and translating complex models into actionable business outcomes.