
Business & Credit Risk Analytics:
- Understand BFSI/lending business problems and translate them into data science solutions across credit risk, fraud, KYC, collections, policy and pricing.
Data Science & ML:
- Hands-on experience with Bureau data, Python/R, Spark, Databricks and statistical/ML models such as Logistic Regression, Linear Regression, GBM and Deep Learning.
Stakeholder & Leadership:
- Collaborate with Credit, Policy, Collections, Operations and Product teams; present analytical insights to management and mentor/train data scientists and analysts.
Deployment & Cloud:
- Experience in ML model deployment/MLOps is preferred, along with understanding of AWS or other cloud platforms, and strong analytical, statistical and problem-solving skills.
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