Position Summary:
The person is responsible for conceptualizing and developing predictive risk models to aid customer underwriting, portfolio monitoring, account management and collection optimization for both group lending and retail portfolio
The position is based at Credit Access Grameen HQ in Bangalore.
Key Accountability:
- Develop predictive models for customer underwriting, upsell, portfolio monitoring and collection
- Responsible for model documentation and all related governance functions - Validate and if required, refine existing models based on periodic review
Position Requirements:
Formal Education & Certification
- Graduate/Post-Graduate in Statistics, Mathematics or Engineering
Knowledge & Experience
- Knowledge of Logistic Regression, Decision Tree is a must
- Should have developed risk/collection models using R/Python
- Experience of designing and implementing machine learning algorithms is a plus
- Experience of working with large data sets.
- Understanding of loan products is a plus
- Minimum 2 Years' experience in Model Development
Personal Attributes:
- Good & clear communication skills in English.
- Strong quantitative orientation
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