Manager - Personal Loans - Credit Risk- Digital Lending

2 - 6 years

0 Lacs

Posted:3 days ago| Platform: Shine logo

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Work Mode

On-site

Job Type

Full Time

Job Description

Role Overview: You will be responsible for analyzing and managing delinquency metrics for the personal loans portfolio, performing customer segmentation, and developing loss reduction strategies with a focus on business growth while maintaining risk guardrails. You will leverage Machine Learning (ML) and Artificial Intelligence (AI) solutions to automate portfolio monitoring, loss prediction models, which are fed into policy creation and pricing strategies. Key Responsibilities: - Analyze delinquency metrics and portfolio performance, identifying key risk segments on a day-to-day basis. - Deep dive into multiple data sources and create features for model development and risk segmentation strategies. - Develop and implement loss mitigation strategies supporting both risk control and business growth. - Utilize AI/ML tools to automate daily portfolio monitoring and risk reporting workflows. - Build and maintain loss prediction models and dynamic pricing/offering strategies using AI and ML techniques. - Collaborate with internal stakeholders to understand policies, execute day-to-day tasks relating to implementation & integration of innovative tools into credit risk management framework. - Create AI ML driven working models by closely working with portfolio policy managers to improve funnel conversions, estimate customer level losses & create/modify credit policies by balancing risk reward metrics. - Ensure timely delivery of projects and initiatives with an innovator and problem-solver mindset. - Simplify complex business problems by designing efficient, data-driven solutions. - Design & track project KPIs closely & present key outcomes to the leadership team. Qualifications Required: - Postgraduate in Engineering/Statistics/Analytics/Data Science from Top Tier institutes. - BTech with MBA preferred. - Minimum 2 years of prior experience in risk management and credit policy. - Expertise in the delivery of ML and AI-based solutions for solving business problems like creating risk management & prediction strategies. - Very good communication skills. - Superior Stakeholder management skills to work closely and align with each of the internal functions which includes Business development, Credit and Policy, Data science, Collections etc. - Hands-on experience to work on large structured and unstructured datasets using different data processing and statistical tools is a must. - Data-driven, analytical approach, and a team player. Additional Company Details: Not available in the provided job description.,

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