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 across 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, SAS, R, Data analysis, Model governance, Model testing, Documentation
Preferred skills
Graduate degree in quantitative discipline, Financial services domain experience, Production model 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 to acquire, transform, validate, and analyze large datasets; Translate business objectives into analytical solutions; Support model governance, testing, implementation, documentation, and ongoing performance monitoring; Share technical knowledge and contribute to a collaborative analytics environment
Seniority
Mid-Level/Senior, hands-on IC
