Senior Data Scientist
Core
Research and build machine-learning models to maximize credit card portfolio profitability by balancing risk with reward.
Role type
Senior IC data scientist (credit risk)
Builds
Custom predictive models for credit risk management
Domain
Financial services / Credit risk
Deliverable
production ML models
Required skills
Machine learning, predictive modeling, SAS, SQL, Python, quantitative analysis, statistical solution design
Preferred skills
Credit card lifecycle knowledge, credit risk management
Technologies
SAS, SQL, Python
Responsibilities
Research innovative ML tools and assess suitability for adoption; Build and maintain custom predictive models from ideation to production; Develop benchmarks to evaluate ML model performance; Create automation processes to increase division efficiency; Perform quantitative analysis on the portfolio and translate results into actionable recommendations; Foster relationships with business partners to address Credit Risk interests.
Seniority
Senior, hands-on IC