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Data Scientist - Credit Risk
Data Scientist - Credit RiskConfidential • Bengaluru / Bangalore, India
Data Scientist - Credit Risk

Data Scientist - Credit Risk

Confidential • Bengaluru / Bangalore, India
2 days ago
Job description

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
  • Skills : - Python, Logistic regression, SQL, Credit Risk, Amazon Web Services (AWS), Jenkins, Scorecard development and Machine Learning (ML)

    Skills Required

    Statistical Analysis, S3, Github, Dockers, Scorecard Development, Sql, Rest Api, Jenkins, Logistic Regression, Ec2, Bitbucket, Swagger, Excel, Postman, Python

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    Data Scientist • Bengaluru / Bangalore, India

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