Data Scientist

3 weeks ago

Bengaluru, India Vola Finance Full time

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

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