Program Management - Senior Manager - Lending Collections
Core
Develop and implement data-driven collection strategies, analytics, and automation to optimize recovery rates and reduce losses in lending portfolios.
Role type
Senior Manager, Lending Collections Program Management
Builds
Collection strategies, automated processes, and loss-forecasting models for digital lending products
Domain
Fintech / Digital Lending / Credit Risk
Deliverable
production ML models | dashboards & analysis
Required skills
Statistical modelling, Big data analysis (structured/unstructured), A/B testing, Segmentation analysis, Loss forecasting, Process automation, Regulatory compliance
Preferred skills
SQL, Python, R, Tableau, Power BI, MS Excel, Champion-Challenger experimentation
Technologies
SQL, Python, R, Tableau, Power BI
Responsibilities
Develop collection strategies based on data insights and stakeholder input; Analyze big data to identify trends and actionable insights; Implement advanced analytics and statistical modelling for loss forecasting; Automate processes and models to improve productivity; Segment customers for effective contact strategies; Track account-to-collection ratios and recovery rates; Ensure collection activities meet regulatory requirements.
Seniority
Senior Manager, hands-on IC with strategic oversight
