Senior Manager, Data Science - US Card (Resiliency Intelligence)
Core
Lead data science initiatives to identify new customers and improve financial resiliency through personalized solutions at scale for customers encountering financial hardship.
Role type
Senior Manager, Data Science (Hands-on IC with leadership)
Builds
Production ML models and custom Python libraries that define treatment for millions of customers daily
Domain
Financial services / Credit card industry / Machine Learning
Deliverable
production ML models
Required skills
Supervised and reinforcement learning, Python, XGBoost, scikit-learn, stats models, relational databases, big data analysis, model validation and backtesting, clustering, classification, sentiment analysis, time series, deep learning
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 customer-centric products, build ML models through full development lifecycle, leverage broad technology stack to analyze huge volumes of numeric and textual data, translate technical complexity into tangible business goals
Seniority
Senior, hands-on IC with team leadership