Manager, Data Science - Consumer Identity Machine Learning

Capital One

McLean, VA, US
Base: $197,300 - $245,600 depending on location; b...
Bachelor's degree in quantitative field plus 6 years experience
Master's degree in quantitative field plus 4 years experience
Phd in quantitative field plus 1 year experience
The role involves building machine learning models to analyze billions of clickstream events and deliver real-time personalized customer experiences

Job Summary

  • The role involves building machine learning models to analyze billions of clickstream events and deliver real-time personalized customer experiences.
  • Candidates will partner with business teams to conduct experiments that improve marketing, servicing, and fraud prevention outcomes.
  • Capital One offers a comprehensive benefits package including performance-based incentive compensation such as cash bonuses and long-term incentives.

Matching Summary

The role involves building machine learning models to analyze billions of clickstream events and deliver real-time personalized customer experiences.

Salary

Base: $197,300 - $245,600 depending on location; Bonus/Equity: Performance based incentive compensation including cash bonus and LTI; Benefits: Comprehensive health, financial, and other benefits

Skills & Requirements

Must-have

  • Bachelor's degree in quantitative field plus 6 years experience
  • Master's degree in quantitative field plus 4 years experience
  • PhD in quantitative field plus 1 year experience
  • Open source programming languages for large scale data analysis
  • Machine learning model development and validation
  • Relational database utilization

Nice-to-have

  • Innovative research on emerging technologies
  • Creative problem solving for undefined problems
  • Experience with AWS cloud computing platforms
  • Deep learning and time series analysis skills
  • Sentiment analysis and clustering expertise

Key Requirements

  • Quantitative degree (BS/MS/PhD) in Statistics, CS, or related field
  • Minimum 1 year experience with open source languages
  • Minimum 1 year experience working with machine learning
  • Minimum 1 year experience utilizing relational databases
  • Sponsorship available for qualified applicants

Work Rights

Not specified

Sponsorship: available

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