
Manager - Risk Analytics
4 weeks ago
Responsibilities :
- Design, develop, and validate risk models (scorecards, look-alike models, behavioural risk models) to optimize credit decisioning.
- Conduct portfolio analytics to monitor delinquency trends, vintage analysis, and risk-return trade-offs.
- Leverage statistical and machine learning techniques to improve customer underwriting, fraud detection, and collection strategies.
- Work closely with credit, product, and technology teams to implement and refine data-driven risk policies.
- Identify early warning signals and recommend changes in credit approval criteria.
- Perform A/B testing and back-testing of models to ensure robustness and accuracy.
- Partner with credit bureaus, data providers, and internal teams to source and integrate new data variables.
- Create dashboards, MIS, and insights for leadership to enable risk-based :
- 3+ years of experience in risk analytics within an NBFC, fintech.
- Strong exposure to credit risk modelling, portfolio analytics, and policy formulation.
- Hands-on experience with look-alike models, scorecards, and data modelling techniques.
- Proficiency in SQL, Python/R, and statistical modelling techniques.
- Understanding of credit bureau data (CIBIL, Experian, Equifax, CRIF) and alternate data usage.
- Strong analytical, problem-solving, and communication skills.
- Educational background in Statistics, Mathematics, Economics, Engineering, or related fields (Tier-1/Tier-2 institute preferred).
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Credit Risk
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Bengaluru, Karnataka, India Goldman Sachs Full time ₹ 15,00,000 - ₹ 25,00,000 per yearJob DescriptionA&R delivers critical regulatory and risk metrics & analytics across risk domains (market, credit, liquidity, operational, capital) and firm activities via regular reporting, customized risk analysis, systematically generated risk reporting and risk tools. A&R has a unique vantage point in the firm's risk data flows that, when coupled with a...
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Bengaluru, Karnataka, India Goldman Sachs Full timeWhat We DoAt Goldman Sachs our Engineers don t just make things - we make things possible Change the world by connecting people and capital with ideas Solve the most challenging and pressing engineering problems for our clients Join our engineering teams that build massively scalable software and systems architect low latency infrastructure solutions ...