Senior Data Scientist, Consumer Identity – Machine Learning
Capital One
full-time
Posted on:
Location Type: Hybrid
Location: McLean • California, New York, Virginia • 🇺🇸 United States
Visit company websiteSalary
💰 $133,000 - $165,600 per year
Job Level
Senior
Tech Stack
AWSPythonPyTorchScalaSparkSQL
About the role
- Explore billions of clickstream events to discover the patterns in customer behavior, and use those patterns to model key customer outcomes
- Develop the real-time models that use vast amounts of customer data to anticipate customers’ needs and deliver the right options at the right time
- Develop the models that ensure our most important customer data is accurate, fighting fraud and other bad behavior, while enabling seamless digital experiences across all our products
- Build machine learning models through all phases of development, from design through training, evaluation and validation
- Partner with engineering teams to improve operationalization in scalable and resilient production systems that serve 50+ million customers
- Partner closely with a variety of business and product teams across Capital One to conduct the experiments that guide improvements to customer experiences and business outcomes in domains like marketing, servicing and fraud prevention
- Write software (Python, e.g.) to collect, explore, visualize and analyze numerical and textual data using tools like Spark
Requirements
- Currently has, or is in the process of obtaining a Bachelor's Degree in a quantitative field (Statistics, Economics, Operations Research, Analytics, Mathematics, Computer Science, or a related quantitative field) plus 2 years of experience performing data analytics
- A Master's Degree in a quantitative field or an MBA with a quantitative concentration preferred
- At least 1 year of experience working with AWS
- At least 2 years’ experience in Python, PyTorch, Scala, or R
- At least 2 years’ experience with machine learning
- At least 2 years’ experience with SQL
- At least 2 years' experience working with natural language processing
Benefits
- Capital One offers a comprehensive, competitive, and inclusive set of health, financial and other benefits that support your total well-being.
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
machine learningPythonPyTorchScalaRSQLnatural language processingdata analyticsmodel developmentdata visualization
Soft skills
collaborationcommunicationproblem-solvinganalytical thinkingcreativityadaptabilityattention to detailcritical thinkingteamworkleadership
Certifications
Bachelor's DegreeMaster's DegreeMBA with quantitative concentration