
Sr. Manager (credit risk modeling)
- Bangalore, Karnataka
- Permanent
- Full-time
- Bachelor's or Master's degree in Statistics, Mathematics, Economics, Finance, Data Science, or a related quantitative discipline, PhD preferred for advanced modeling leadership roles.
- 12+ years of experience in credit risk modeling, with at least 3-4 years in a team lead or project management role
- •Proven track record in developing, validating, and implementing PD, LGD, EAD, IFRS 9/ECL, and stress testing models
- Experience across the full credit lifecycle - application, behavioral, collections, and portfolio monitoring models
- Demonstrated expertise in alternate data credit scoring e.g., telco, utility, social, e commerce, open banking data and integrating it into traditional risk frameworks
- Advanced proficiency in statistical programming languages such as SAS, R, Python, and SQL
- Experience with machine learning techniques e.g., gradient boosting, random forests, neural networks and ensuring model explainability and fairness
- Ability to lead cross functional modeling teams and manage multiple projects simultaneously
- Strong stakeholder management skills - able to engage with internal data teams, risk committees, regulators, auditors, and client leaders
- Excellent communication skills - able to translate complex analytics into actionable business insights.
- Continuous learning mindset - staying updated on emerging modeling techniques, regulatory changes, and industry best practices
- Experience in a top tier consulting environment or risk advisory role
- Exposure to machine learning methods e.g., XGBoost, LightGBM, neural networks with an understanding of explainability requirements
- Experience working across different geographies and regulatory regimes