Manager, Data Science - Consumer Identity Machine Learning

Capital One

McLean, VA, US
Base: $197,300 - $245,600; bonus/equity: performan...
Machine learning model development
Real-time data analysis
Customer behavior patterns
Deliver real-time, personalized, intelligent customer experiences across Capital One's digital products

Job Summary

  • Deliver real-time, personalized, intelligent customer experiences across Capital One's digital products.
  • Build machine learning models through all phases of development and partner with engineering for operationalization in production systems serving over 50 million customers.
  • Explore billions of clickstream events to discover customer behavior patterns and develop models to anticipate customer needs and ensure data accuracy.

Matching Summary

Deliver real-time, personalized, intelligent customer experiences across Capital One's digital products.

Salary

Base: $197,300 - $245,600; Bonus/Equity: performance based incentive compensation; Benefits: comprehensive, competitive, and inclusive set of health, financial and other benefits

Skills & Requirements

Must-have

  • Machine learning model development
  • Real-time data analysis
  • Customer behavior patterns
  • Python for data analysis
  • Spark for big data

Nice-to-have

  • Innovative technology research
  • Creative problem-solving
  • Statistical model validation
  • Deep learning expertise

Key Requirements

  • Bachelor's Degree + 6 years experience
  • Master's Degree + 4 years experience
  • PhD + 1 year experience
  • 1 year open source programming
  • 1 year machine learning experience
  • 1 year relational database experience

Work Rights

Not specified

Sponsorship: available

Tailored Resume

Cover Letter