Mid-Level/Senior Analyst, Predictive Modeling and Machine Learning
Core
Design, develop, implement, and monitor statistical and machine learning models to support strategic business decisions in credit risk, collections, servicing, marketing, and forecasting.
Role type
Senior individual contributor predictive modeling and machine learning analyst
Builds
Production statistical and machine learning models for credit risk, collections, servicing, marketing, and forecasting
Domain
Financial services / Consumer lending
Deliverable
production ML models
Required skills
Statistical modeling, Machine learning, SQL, Python or SAS or R, Data transformation, Model governance, Performance monitoring, Business translation
Preferred skills
Graduate degree in quantitative discipline, Financial services domain experience, Production deployment experience, Regulatory compliance knowledge
Technologies
SQL, Python, SAS, R
Responsibilities
Develop and support statistical and machine learning models, Develop analytical code and data processes, Translate business objectives into analytical solutions, Support model governance and testing, Monitor ongoing model performance, Share technical knowledge
Seniority
Mid-Level to Senior, hands-on IC
