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Vola Finance
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Data Scientist - Credit Risk

Data Scientist - Credit Risk

Vola Finance

0 years

16 - 23 Lacs

bengaluru karnataka india

Posted:1 week ago| Platform:

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Skills Required

data risk development monitoring score portfolio efficiency deployment strategy processing aws sagemaker software azure devops jenkins api rest swagger model management python regression ml analysis bitbucket versioning sql learning

Work Mode

On-site

Job Type

Full Time

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)

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