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Data Scientist - Credit Risk
Data Scientist - Credit Risk
Vola Finance's logo

Data Scientist - Credit Risk

Reshika Mendiratta's profile picture
Posted by Reshika Mendiratta
3yrs+
Upto ₹23L / yr (Varies
)
Bengaluru (Bangalore)
Skills
skill iconPython
Logistic regression
SQL
Credit Risk
skill iconAmazon Web Services (AWS)
skill iconJenkins
Scorecard development
skill iconMachine Learning (ML)

Domain - Credit risk / Fintech 

    

Roles and Responsibilities: 

1. Development, validation and monitoring of Application and Behaviour score cards

for Retail loan portfolio 

2. Improvement of collection efficiency through advanced analytics

3. Development and deployment of fraud scorecard 

4. Upsell / Cross-sell strategy implementation using analytics 

5. Create modern data pipelines and processing using AWS PAAS components (Glue,

Sagemaker studio, etc.) 

6. Deploying software using CI/CD tools such as Azure DevOps, Jenkins, etc.

7. Experience with API tools such as REST, Swagger, and Postman

8. Model deployment in AWS and management of production environment

9. Team player who can work with cross-functional teams to gather data and derive

insights 


Mandatory Technical skill set : 

1. Previous experience in scorecard development and credit risk strategy development 

2. Python and Jenkins

3. Logistic regression, Scorecard, ML and neural networks 

4. Statistical analysis and A/B testing

5. AWS Sagemaker, S3 , Ec2, Dockers 

6. REST API, Swagger and Postman

7. Excel

8. SQL 

9. Visualisation tools such as Redash / Grafana 

10. Bitbucket, Githubs and versioning tools

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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About Vola Finance

Founded :
2017
Type :
Product
Size :
20-100
Stage :
Raised funding

About

We're a Fintech Platform that came into light in 2017 by providing our users with instant cash advances. Seven-plus years on, we've completed our Series A funding, and we are on track to do over $15 million in revenue this year. We're looking to grow the team and scale the Company further in every vertical.


In the last seven years, Vola Finance has broadened its offering to more than just your regular cash advance app. We aim to provide a comprehensive solution for managing personal finances, especially for those who might struggle with traditional banking services.

Read more

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