Data Scientist

4 weeks ago

Bengaluru, India Vola Finance Full time

Data scientist - Credit risk Work experience -  4 to 5 yearsDomain - 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 analyticsDevelopment 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 PostmanModel deployment in AWS and management of production environmentTeam 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 JenkinsLogistic regression, Scorecard, ML and neural networks Statistical analysis and A/B testingAWS Sagemaker, S3 , Ec2, Dockers REST API, Swagger and PostmanExcelSQL Visualisation tools such as Redash / Grafana Bitbucket, Githubs and versioning tools

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