Manager, Data Science - Consumer Identity Machine Learning
Core
Building real-time machine learning models for consumer identity, fraud prevention, and personalized customer experiences across Capital One's digital products.
Role type
Manager, Data Science (Consumer Identity ML)
Builds
Production ML models and data platforms serving 50+ million customers
Domain
Financial services / Consumer credit / Machine Learning
Deliverable
production ML models
Required skills
Machine learning model development, statistical modeling, Python, SQL, relational databases, big data analysis, open-source tools, cloud computing platforms
Preferred skills
AWS, Scala, R, deep learning, time series analysis, clustering, classification
Technologies
Python, Spark, AWS, SQL, Scala, R
Responsibilities
Build ML models through design, training, evaluation, and validation; partner with engineering for operationalization; conduct experiments to guide business outcomes in marketing, servicing, and fraud prevention; write software to collect and analyze billions of customer transactions and events.
Seniority
Manager, hands-on IC with team leadership
