Data Science Manager, Model Risk & Audit

Capital One Group; McLean (VA); On-site; USD 197,300 - 225,100; Full time

Job summary

Capital One is seeking a Manager, Data Scientist for Model Risk Audit to partner with data scientists, engineers and product managers across locations, delivering analytics-driven insights. You will audit models, validate performance, and translate complex results into business impact while exploring NLP and Gen AI to enhance risk assessment.

The role emphasizes leadership, innovation, and communicating technical concepts to non-technical stakeholders, with a strong ML/AI and cloud tech focus.

Qualifications

• Bachelor's/Master's/PhD in a quantitative field with relevant analytics experience.
• Experience with large-scale data analytics and ML workflows.
• Strong programming in Python/SQL and open source tools.

Responsibilities

• Audit ML models through all lifecycle stages from design to deployment.
• Collaborate with data scientists and engineers to translate findings into business actions.
• Apply NLP and Gen AI techniques to extract insights from large text corpora.

Skills

Python

SQL

Machine learning

AWS

NLP

Gen AI

Education

Bachelor's degree in a quantitative field

Master's degree in a quantitative field or MBA with quant concentration

PhD in a quantitative field

Tools

Spark

H2O

Conda

Job description

Capital One is seeking a Manager, Data Scientist for Model Risk Audit to partner with data scientists, engineers and product managers across locations, delivering analytics-driven insights. You will audit models, validate performance, and translate complex results into business impact while exploring NLP and Gen AI to enhance risk assessment.

The role emphasizes leadership, innovation, and communicating technical concepts to non-technical stakeholders, with a strong ML/AI and cloud tech focus.