Senior Manager, Data Science - US Card (Resiliency Intelligence)
Core
Build machine learning models to predict customer needs and recommend optimal financial solutions for millions of customers, focusing on personalized resources to resolve outstanding balances and improve financial resiliency.
Role type
Senior Manager, Data Science (hands-on IC with leadership)
Builds
Production ML models defining treatment for millions of customers daily
Domain
Financial services / Credit card industry / Resiliency Intelligence
Deliverable
production ML models
Required skills
Supervised and reinforcement learning, Python, XGBoost, scikit-learn, stats models, relational databases, clustering, classification, sentiment analysis, time series, deep learning, big data analysis
Preferred skills
AWS, people management, Scala, R
Technologies
Python, Conda, AWS, H2O, Spark, XGBoost, scikit-learn, stats models
Responsibilities
Partner with cross-functional teams to deliver products, build ML models through design to implementation, leverage technologies to reveal insights in numeric and textual data, translate technical complexity into business goals
Seniority
Senior, hands-on IC with team leadership
