Manager, Data Scientist - Credit Review
Core
Build and validate statistical and machine learning models to challenge production models in Credit Review, defending against model failures and improving decision-making for risk management.
Role type
Manager, Data Scientist (Credit Risk Models)
Builds
Production ML models and statistical validation frameworks for credit risk decisions
Domain
Financial Services / Credit Risk / Machine Learning
Deliverable
production ML models
Required skills
Python, statistical modeling, machine learning, relational databases, large-scale data analysis, model validation, backtesting, clustering, classification, time series analysis
Preferred skills
PhD in STEM, Scala, R, predictive modeling, deep learning, sentiment analysis
Technologies
Python, Conda, AWS, H2O, Spark
Responsibilities
Leverage a broad stack of technologies to reveal insights within huge volumes of numeric and textual data; Build statistical and machine learning models to challenge the models in production; Partner with cross-functional teams to deliver solutions impacting the company's bottom line
Seniority
Manager, hands-on IC with team leadership
