Data Scientist

2 weeks ago


Bengaluru India Vola Finance Full time

Job Description Data scientist - Credit risk Work experience - 4 to 5 years Domain - Credit risk / Fintech Roles and Responsibilities : 1. Development, validation and monitoring of Application and Behaviour score cards for Retail loan portfolio 2. Improvement of collection efficiency through advanced analytics 3. Development and deployment of fraud scorecard 4. Upsell / Cross-sell strategy implementation using analytics 5. Create modern data pipelines and processing using AWS PAAS components (Glue, Sagemaker studio, etc.) 6. Deploying software using CI/CD tools such as Azure DevOps, Jenkins, etc. 7. Experience with API tools such as REST, Swagger, and Postman 8. Model deployment in AWS and management of production environment 9. Team player who can work with cross-functional teams to gather data and derive insights Mandatory Technical skill set : 1. Previous experience in scorecard development and credit risk strategy development 2. Python and Jenkins 3. Logistic regression, Scorecard, ML and neural networks 4. Statistical analysis and A/B testing 5. AWS Sagemaker, S3 , Ec2, Dockers 6. REST API, Swagger and Postman 7. Excel 8. SQL 9. Visualisation tools such as Redash / Grafana 10. Bitbucket, Githubs and versioning tools


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