Lead- Model Developer

2 days ago

India 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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