Risk Model Development Specialist

5 days ago


Gurgaon, Haryana, India Comviva Technologies Full time
About Comviva Technologies

We are a mission-driven team focused on driving financial inclusion for underserved individuals. Our team consists of finance, analytics, and technology professionals working together to create a more inclusive finance industry.

Job Title:

Risk Model Development Specialist

Job Summary:

We're seeking a Risk Model Development Specialist to join our team. This role is responsible for developing, monitoring, and enhancing best-in-class models/algorithms to assess risk, churn, and uptake across the customer life cycle.

Responsibilities:
  • Develop innovative credit risk / churn / usage models using mobile wallet transaction data, Call data, Telecom usage data, customer bureau data etc;
  • Partner with the Data Engineering team to define the required data pipelines to build and enhance the feature bank (foundational capability) to build/deploy the various ML algorithms both for batch and real time use cases;
  • Collaborate with credit policy/portfolio mgmt. team to drive P&L outcomes;
  • Building reports for model monitoring and drive enhancements;
Requirements:
  • Solid expertise in end-to-end risk model lifecycle management (develop, deploy, monitor)
  • Previous hands on in credit, fraud, churn model development and deployment
  • Previous experience in PD/EAD/LGD model development/validation
  • Experience in CSI/PSI model monitoring process
  • Hands on experience in data extraction using SQL/Pyspark SQL; data cleaning, feature creation and building models using Py Spark/Python on Spark; Scale will be a plus

Salary: $150,000 - $200,000 per year



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