Data Scientist

1 day ago


Bengaluru Karnataka India, Karnataka Vola Finance Full time

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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