About this role
Design and build credit risk scorecards and develop machine learning models for collections performance and delinquency prediction; extract, clean, and preprocess data using SQL and Python, and monitor model performance including backtesting, recalibration, and validation per regulatory standards.
Skills for this role
PythonSQLpandasscikit-learnMachine LearningFeature EngineeringModel MonitoringCredit Risk Scorecard DevelopmentCollections ModelingDelinquency PredictionModel BacktestingModel RecalibrationModel ValidationKSGiniAUCData CleaningData PreprocessingStatistical ModelingCredit Bureau DataBFSI Domain KnowledgeDocumentationAutomation