Senior Analyst, Predictive Analytics and Machine Learning
Core
Design, develop, and maintain statistical and machine learning models to optimize high-volume, data-driven decisions in pricing, credit risk, and collections.
Role type
Senior IC predictive analytics and machine learning engineer
Builds
Production ML models and analytical code for credit risk and pricing
Domain
Financial services / Credit financing
Deliverable
production ML models
Required skills
Python, SQL, R, SAS, statistical modeling, large-scale data analysis, model performance monitoring, data validation
Preferred skills
Credit scorecard development, pricing models, collections strategies, financial services analytics, model validation concepts
Technologies
Python, SQL, R, SAS
Responsibilities
Develop and maintain complex statistical and machine learning models; Monitor models in production and recommend corrective actions; Extract, transform, and validate large multi-source datasets using SQL and analytical code; Perform ad hoc and exploratory analyses to inform policy or strategy decisions; Translate business objectives into technical specifications and modeling approaches; Ensure data quality and support testing and implementation for production deployment
Seniority
Senior, hands-on IC