PFB JD for the role.
Skill set required - Machine learning, Risk analytics, Data analytics experience, looking for people from NBFC only.
- Provide analytical solutions through statistical modeling, credit policy and strategy, reporting and data analysis for the BFL businesses
- Design, Develop, monitor and improve statistical models for Risk
- Drive Model building exercise through the use of Machine learning algorithms.
- Take end to end ownership of all the modeling exercise for Risk.
- Answer questions from external and internal auditors and independent validation and review.
- Monitor, maintain and improve all scorecards, policies and processes across portfolios and ensure its effectiveness
- Support any adhoc deep dive data analysis on portfolio matrices
- Track and or improve key performance indicators, losses and portfolio quality. Provide deep dive analysis on portfolio matrices.
- Assess if any early warning signals using data analysis and segmentations and take pro-active policy actions as and when required
- Support in managing and improving various offer strategies, control offer generation and distribution through data analysis
- Work closely with Product, Sales and Risk teams to support business growth and drive new initiatives
- Ongoing liaising with IT, Credit and BIU teams to ensure all policies, processes, data flow are working efficiently and all required changes are build and implemented suitably
- Manage or mentor a set of Analysts in day to day analytical projects.
- Manage AOP and other projects and deliver as against the timelines defined by the team.
Required Qualifications and Experience:
- Relevant prior experience in Data Analytics in building Statistical models, Segmentation Analysis and Deep dive analysis
- In depth experience of building models using machine learning algorithms
- Good data management, communication and interpersonal skills
- Exposure to analytical tools (eg.SAS, SQL, Decision Tree, and Modeling techniques).
- Effective verbal and written communication skills
- Ability to work independently and towards deadlines
- MBA / Post Graduate with 7+ years- experience in financial services
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