Senior Analyst, Predictive Analytics and Machine Learning
Core
Design, develop, and maintain statistical and machine learning models to support high-impact business decisions in pricing, credit risk, and other areas.
Role type
Senior hands-on individual contributor predictive analytics and machine learning engineer
Builds
Production ML models and analytical code for credit risk and pricing optimization
Domain
Financial services / Credit risk analytics
Deliverable
production ML models
Required skills
Python, SQL, R, SAS, statistical modeling, large-scale data extraction and manipulation, model performance monitoring, ad hoc analysis
Preferred skills
Credit scorecard development, pricing model development, collections strategy modeling, financial services industry experience, 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; Develop complex SQL and analytical code for data extraction and validation; Perform ad hoc and exploratory analyses to inform strategy; Translate business objectives into technical specifications; Ensure data quality and support production deployment
Seniority
Senior, hands-on IC