Lead- Model Developer

2 days ago

Bengaluru Karnataka India, Karnataka Mashreq Full time

Job Purpose


Wholesale Risk Model Development


Key result Areas


Technical & Delivery Responsibilities


  • Support the data preparation and model development, validation, and lifecycle management of Wholesale Rating Models
  • Support model development and validation including:
  • Corporate/Wholesale Rating Models including Large Corporate, Mid Corporate, SME, Sovereign, FI, HNWI, Project Finance, and Specialized Lending
  • Explore new approaches for rating model development for low default portfolios
  • Master Rating Scale (MRS) calibration


Wholesale Model Monitoring

  • Outline the goals of model monitoring, considering factors like accuracy and other relevant metrics based on the model purpose
  • Determine the expected performance of the respective models on historical data
  • Implement monitoring tools to continuously assess model performance. This includes monitoring input data quality, predictions
  • Communicate the model performance to relevant stakeholders to ensure the prompt attention to potential problems.
  • Regularly review and improve the model performance process based on the feedback, change in underlying data and evolving business requirement.

Data Management

  • Lead end-to-end data lifecycle management for model development, including sourcing, profiling, transformation, and documentation.
  • Identify data requirements for model development.

Coordinate with IT and data engineering teams to streamline data pipelines required for model development


Knowledge, Skills and Experience


  • Strong foundation in Statistics and Mathematics.
  • At least 4-5 years of banking experience, out of which 1-2 years are spent in related areas
  • Strong analytical skills and knowledge on Financial Risk Management
  • At least 2-3 years of banking experience in related areas
  • Excellent computer skills (especially R, Python, SAS, Excel, Visual Basic, SQL & Oracle)
  • Postgraduate or professional qualification in risk management or finance such as CFA, FRM, PRM.
  • Experience of developing teams in a multi-jurisdictional and matrixed organization.
  • Understanding and experience of BCBS frameworks, CBUAE regulations relating to model management standards.

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