oracle
Senior Manager-Data Science-Data Scientist
EXL
Gurugram, IND
Senior
Hybrid
Discovered 2 weeks ago
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About the Role
Develop and monitor credit risk scorecards and account management/collections models using advanced statistical and machine learning techniques. The role involves deep expertise in Python and SQL to handle large credit datasets, build scorecards (application, behavior, collections), and support strategic decision-making in credit risk and collections management.
Key Skills for This Role
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Responsibilities
- Strong proficiency in Python and SQL for data manipulation, modeling, and automation.
- Proven experience in credit risk scorecard development and collections/account management modeling.
- Understanding of credit risk model metrics (Delinquency, KS, Gini, AUC, etc.)
- Experience with machine learning algorithms, feature engineering, and model monitoring techniques.
- Strong proficiency in Python and SQL for data manipulation, modeling, and automation. Proven experience in credit risk scorecard development and collections/account management modeling. Understanding of credit risk model metrics (Delinquency, KS, Gini, AUC, etc.) Experience with machine learning algorithms, feature engineering, and model monitoring techniques.
Qualifications
- Bachelor’s in Engineering or Master’s degree in Statistics, Mathematics
- Familiarity with credit bureau data and experience working in a BFSI environment.
- Bachelor’s in Engineering or Master’s degree in Statistics, Mathematics Familiarity with credit bureau data and experience working in a BFSI environment.
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