The Manager of Data Science role within Capital One’s Consumer Identity Machine Learning team involves leading the development of real-time, personalized customer experiences across digital platforms such as websites and mobile apps. This senior-level position requires building machine learning models that analyze billions of clickstream events to predict customer behavior and enhance fraud detection while ensuring seamless user interactions. Key responsibilities include designing, training, evaluating, and validating models in collaboration with engineering teams to deploy scalable production systems serving over 50 million customers. The ideal candidate is innovative, technically proficient, and experienced in handling big data using tools like Spark and Python for data collection, exploration, visualization, and analysis.
Skills
Python
Spark
Machine Learning
Data Modeling
CI/CD
AWS
Kubernetes
Docker
PostgreSQL
SQL
Real-time Processing
Fraud Detection
Customer Behavior Analysis
Scalable Systems
Resilient Production Systems
What you'll do
Develop real-time customer behavior models using billions of clickstream events.
Build machine learning models to anticipate and meet customers' needs accurately.
Ensure accuracy of critical customer data by developing fraud detection models.
Partner with engineering teams to operationalize models in scalable production systems.
Conduct experiments to improve customer experiences and business outcomes across domains.
What we're looking for
Experienced in building and validating machine learning models through all phases of development.
Proficient in Python for data collection, exploration, visualization, and analysis using tools like Spark.
Skilled in developing real-time customer behavior models to anticipate needs and deliver personalized options.
Capable of partnering with engineering teams to operationalize models in scalable and resilient production systems.
Expertise in conducting experiments to improve customer experiences and business outcomes across various domains.
Market check
Salary context
This
$197,300–$225,100
range sits above
74%
of similar postings on FindRole.
Peer median band
$130,295–$225,000
Median floor and ceiling across peers.
Typical midpoint (25–75%)
$136,700–$212,000
Middle half of comparable postings.
Based on 239 comparable postings.*
* 240 is the maximum number of comparable postings sampled.
Employer
About Capital One Financial
Capital One Financial is a bank holding company specializing in credit cards, auto loans, banking, and savings products, known for its data-driven approach to consumer and commercial finance. Industry: Financial Services & Banking
Capital One Financial currently has
489 open roles
on FindRole.
Listed pay typically runs
$197,300–$225,100
across 483 roles with salary data.