
Advanced Statistician
Há 6 dias
Itapecerica da Serra, São Paulo, Brasil
beBeeDataAnalyst
Tempo inteiro
US$90.000 - US$120.000
Senior Data Analyst - Credit Risk ModelingOur organization is seeking a seasoned Senior Data Analyst to develop and maintain advanced statistical models that assess customer creditworthiness.
Key Responsibilities:- Design, develop, and validate credit risk models including credit scoring, behavioral scoring, and loss forecasting models.
- Apply advanced statistical techniques (e.g., logistic regression, decision trees, random forests, gradient boosting, Bayesian methods) to predict customer default and credit performance.
- Conduct portfolio segmentation and customer profiling using clustering, Principal Component Analysis, or other dimensionality reduction techniques.
- Collaborate with cross-functional teams to integrate models into decision engines and operational systems.
- Monitor model performance and recalibrate as needed based on changes in customer behavior or macroeconomic conditions.
- Develop risk-adjusted credit policies including approval rules, limit assignment, and pricing models.
- Analyze historical data on payment patterns, usage behavior, and customer demographics to recommend lending strategies.
- Produce model documentation, validation reports, and audit-ready analytics to ensure internal governance.
- Bachelor's Degree or Master's degree in Statistics, Mathematics, Economics, Data Science, Quantitative Finance, or a related quantitative field.
- At least 3 years of experience in Telecom, with expertise in statistical programming tools (Python, R, or SAS) and SQL for data extraction and analysis.