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Manager, Data Science – Consumer Identity Machine Learning
Capital OneData Scientist role at Capital One focusing on creating machine learning models. Work with vast data sets to enhance customer experiences and prevent fraud.
Posted 5/28/2026full-timeMcLean • California, New York, Virginia • 🇺🇸 United StatesMid-LevelSenior💰 $197,300 - $245,600 per yearWebsite
Tech Stack
Tools & technologiesOpen SourcePythonSpark
About the role
Key responsibilities & impact- Build machine learning models through all phases of development, from design through training, evaluation and validation, and partner with engineering teams to improve operationalization in scalable and resilient production systems that serve 50+ million customers.
- 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
- Write software (Python, e.g.) to collect, explore, visualize and analyze numerical and textual data (billions of customer transactions, clicks, payments, etc.) using tools like Spark.
Requirements
What you’ll need- A Bachelor's Degree in a quantitative field (Statistics, Economics, Operations Research, Analytics, Mathematics, Computer Science, or a related quantitative field) plus 6 years of experience performing data analytics
- A Master's Degree in a quantitative field (Statistics, Economics, Operations Research, Analytics, Mathematics, Computer Science, or a related quantitative field) or an MBA with a quantitative concentration plus 4 years of experience performing data analytics
- A PhD in a quantitative field (Statistics, Economics, Operations Research, Analytics, Mathematics, Computer Science, or a related quantitative field) plus 1 year of experience performing data analytics
- At least 1 year of experience leveraging open source programming languages for large scale data analysis
- At least 1 year of experience working with machine learning
- At least 1 year of experience utilizing relational databases
Benefits
Comp & perks- Capital One offers a comprehensive, competitive, and inclusive set of health, financial and other benefits that support your total well-being.
ATS Keywords
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Hard Skills & Tools
machine learningdata analyticsPythonSparkreal-time modelsdata visualizationnumerical data analysistextual data analysisopen source programmingrelational databases