Manager, Data Scientist - Credit Review
Core
Building and validating statistical and machine learning models to challenge production models in credit risk management, defending against model failures and driving better decisions for the company's bottom line.
Role type
Manager, Data Scientist (Credit Review)
Builds
Production ML models and statistical validation frameworks for credit risk
Domain
Financial Services / Credit Risk / Machine Learning
Deliverable
production ML models
Required skills
Python, statistical modeling, machine learning, relational databases, open-source tools, cloud computing, data analytics, predictive modeling, clustering, classification, time series analysis, deep learning
Preferred skills
PhD in STEM, Scala, R, large-scale data analysis, advanced predictive modeling
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 a cross-functional team of data scientists, credit risk experts, and product managers to deliver solutions; Translate the complexity of work into tangible business goals
Seniority
Manager, hands-on IC with team leadership
