Data Scientist - Credit RiskVola Finance • Bengaluru, Karnataka, India
Data Scientist - Credit Risk
Vola Finance • Bengaluru, Karnataka, India
8 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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