Senior Credit Risk Modeling Expert

3 days ago

Bengaluru, Karnataka, India beBeeCreditRiskModel Full time ₹ 1,20,00,000 - ₹ 2,00,00,000
Credit Risk Modeler Position

Seeking a seasoned professional with expertise in credit risk modeling and AI/ML techniques to develop, validate, and document credit risk models for retail and wholesale portfolios.

  • Key Responsibilities:
  • Develop, validate, and document credit risk models (PD, LGD, EAD) for retail and wholesale portfolios across regulatory (CECL, IFRS 9, Basel) and business-use contexts.
  • Apply AI/ML algorithms to improve prediction power and model performance beyond traditional approaches.
  • Implement Generative AI and LLM-based applications using RAG pipelines, document intelligence, and model documentation automation.
  • Experience with cloud-based platforms such as Azure, AWS, GCP etc. is required.
  • Design explainable AI solutions by incorporating techniques like SHAP, LIME, and feature attribution methods to enhance transparency in high-stakes modeling environments.
  • Requirements:
  • 2–6 years of total experience, with minimum 2 years in AI/ML or GenAI model development or validation.
  • Strong understanding of credit risk modeling frameworks, scorecard development, and risk metrics.
  • Proficient in Python and SQL, with hands-on experience using ML libraries such as scikit-learn, Tensorflow, Pytorch and transformer-based LLM packages.
  • Familiarity with regulatory standards such as CECL, IFRS 9, CCAR/DFAST, Basel II/III, SR 11-7, and model governance best practices.
  • Exposure to cloud environments (Azure preferred), version control (Git), and workflow automation tools is essential.

What We Offer:

Opportunity to work with a dynamic team on challenging projects.

Professional growth and development opportunities.

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