Data Scientist - Credit Risk
Vola FinanceBengaluru, Karnataka, India2 days ago
Job descriptionPrevious 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
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 :
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Data Scientist • Bengaluru, Karnataka, India
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