GenAI Data Scientist: Unstructured Data & AI Solutions

ITSMF; McLean (VA); On-site; USD 136,000 - 155,000; Full time

Job summary

Capital One is seeking a Senior Associate, Data Scientist for the US Card (Applied GenAI). You will work with a Servicing Intelligence team delivering data science solutions across text, image, and audio data, applying open-source LLMs and VLMs to real-world financial workflows.

You’ll build and deploy ML/NLP models, contribute to AI observability, and collaborate with product, engineering, and business partners to scale AI across millions of customer interactions and documents.

Qualifications

• Bachelor's Degree in a quantitative field plus 2 years of experience performing data analytics or
• Master's Degree in a quantitative field or MBA with a quantitative concentration

Responsibilities

• Apply unstructured data (text, image) to harness open source LLMs and visual language models
• Build ML and NLP models from design to production
• Collaborate with product, tech, and business teams to embed AI in multiple domains
• Define AI observability requirements and ensure audit trails
• Guide annotators to curate high-quality datasets for model training and monitoring
• Interact with stakeholders to ensure data science solutions align with business outcomes

Education

Bachelor's Degree in a quantitative field

Master's Degree in a quantitative field or MBA with a quantitative concentration

Tools

Python

Scala

R

SQL

AWS

LangGraph

LlamaIndex

Weights & Biases

Weave

PyTorch

Hugging Face

Job description

Capital One is seeking a Senior Associate, Data Scientist for the US Card (Applied GenAI). You will work with a Servicing Intelligence team delivering data science solutions across text, image, and audio data, applying open-source LLMs and VLMs to real-world financial workflows.

You’ll build and deploy ML/NLP models, contribute to AI observability, and collaborate with product, engineering, and business partners to scale AI across millions of customer interactions and documents.