Hiring for Risk Analyst/Senior Risk Analyst for leading NBFC
Responsibilities :
- Provide analytical solutions through statistical modelling and data analysis
- Develop, Monitor and Improve Scorecards and ensure its effectiveness
- Build ML based models to achieve maximum effectiveness
- Build Pilot/Test on segments/scorecard cohort and ensure close monitoring
- Build and deploy Early warning model at Account and Portfolio level
- Liaise closely with Bureau and other data providers
- Work closely with Product and Tech to support identification of opportunities as well as liaising for scorecard coding and deployment.
- Assist and deploy Collection models like propensity to default / delay etc.
- Create scorecard with alternative data points ~ social media footprint / psychometric scorecard etc.
Required Qualifications And Experience :
- Relevant analytical experience in Scorecard development and ML modelling
Preferred languages : SAS, SQL, R/Python.
- Classical stat techniques : Regression, Logistic regression, Clustering, Hypothesis testing.
- ML algo : KNN, NBM, DT, CART, Boosting models, Ensemble models etc.
- Individual contributor with the capability to deliver projects within timeline
- Effective verbal and written communication skills.
- IIT / MS Statistics with 2- 5 years of experience
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