Job Responsibilities:-
Algorithm Development:
- Create algorithms to assess individual creditworthiness using various financial and non-financial parameters
- Ensure algorithms analyze both traditional credit data and alternative data sources
- Analyze customer behavior data to refine algorithms and adapt to market conditions
Data Management:
- Manage data sets and collaborate with data engineers to ensure efficient data storage and retrieval systems
Model Validation and Testing: - Test and validate models using historical data to ensure reliability and accuracy
Regulatory Compliance: - Ensure algorithms adhere to relevant regulatory guidelines related to credit scoring and lending
Collaboration with Cross-Functional Teams: - Work with product managers, software developers, and UX designers to integrate algorithms into products and enhance customer experience.
Documentation and Reporting: - Maintain documentation for developed algorithms and generate performance reports with insights and recommendations
Stakeholder Communication: - Communicate quantitative findings and algorithm changes to non-technical stakeholders
Skills Required
- Collaborative and result oriented
- Structured approach of thinking and execution
- Proficient in programming (e.g., Python, R, SQL) and familiar with data analysis tools
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