Senior Manager, Data Science - Cash Flow Underwriting
Core
Lead the Cash Flow Underwriting team to build machine learning models that identify predictive signals for risk and usage, transforming raw banking data into features that forecast creditworthiness and customer behavior.
Role type
Senior Manager, Data Science (People Lead)
Builds
Production ML models for risk assessment and customer behavior forecasting
Domain
Financial Services / Credit Underwriting
Deliverable
production ML models
Required skills
Machine learning model development, statistical modeling, relational database management, large-scale data analysis, Python, AWS, team leadership, strategic planning, project management
Preferred skills
PhD in STEM, AWS experience, people management experience, Python/Scala/R for large-scale analysis
Technologies
Python, Conda, AWS, H2O, Spark
Responsibilities
Guide a team of specialists to uncover patterns in cash flow and transaction data, drive strategic planning for the team's roadmap, oversee end-to-end model development, partner with cross-functional teams to deliver products
Seniority
Senior, hands-on IC with people leadership