Senior Manager, Data Science - Capital One Personal Loan
Core
Build machine learning models for personal loan acquisition processes including list selection, campaign optimization, underwriting, pricing, and verification to help customers access loan products at the best rates.
Role type
Senior Manager, Data Science (IC + People Management)
Builds
Predictive TDR and non-TDR models for loan acquisition
Domain
Financial Services / Credit / Machine Learning
Deliverable
production ML models
Required skills
Machine learning, Python, Spark, AWS, relational databases, statistical modeling, clustering, classification, sentiment analysis, time series, deep learning
Preferred skills
PhD in STEM, AWS experience, people management, Scala, R
Technologies
Python, Conda, AWS, H2O, Spark
Responsibilities
Partner with cross-functional teams to deliver products, build ML models through design to implementation, leverage technologies to reveal insights in large data volumes, translate technical work into business goals
Seniority
Senior, hands-on IC with management responsibilities
