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Lead- Model Developer (Wholesale Risk)
MashreqBengaluru, India30+ days ago
Job descriptionOutline 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. Lead end-to-end data lifecycle management for model development, including sourcing, profiling, transformation, and documentation. Identify data requirements for model development. 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.
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
Data Management
Coordinate with IT and data engineering teams to streamline data pipelines required for model development
Knowledge, Skills and Experience
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Lead Developer • Bengaluru, India
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