Use SAS, R, Python, or MATLAB to develop model implementation and execution codes. Drive implementation and execution of quantitative behavioral models used for credit risk, interest rate risk and liquidity risk management, as well as balance sheet and capital planning, including but not limited to, loan delinquency, default and loss models, loan prepayment and utilization models, deposit attrition models and financial instrument valuation methods. Prepare, manage and analyze large customer loan, deposit and/or financial data sets for statistical analysis in Structured Query Language (SQL) or similar tool to properly implement and execute quantitative models to understand customer or Bank behavior for purposes of credit, interest rate, liquidity or stressed capital risk management. Understand the context of the Bank’s data and businesses to ensure properly developed models. Implement and execute models in production environment; communicate analytical results to Bank-wide stakeholders. Track portfolio performance, model performance, campaign tracking and risk strategy results. Incorporate observations and data into existing models to improve process efficiency. Identify deviations from forecast/expectations and explain variances. Identify risk and/or opportunities. Develop and maintain satisfactory model implementation documentation, including process narratives, guidelines, and controls to serve as reference source. Provide guidance and direction to less experienced personnel regarding all aspects of data and financial analysis and implementation and execution of predictive statistical models. Conduct business in compliance with regulatory guidance including SR (Supervision and Regulation Letters) 10-1, SR 10-6, SR 11-7, Enhanced Prudential Standards, etc. Adhere to applicable compliance/operational/model risk controls and other second line of defense and regulatory standards, policies and procedures. Drive Treasury projects and initiatives under guidance and direction of management. Maintain M&T internal control standards, including timely implementation of internal and external audit points together with any issues raised by external regulators as applicable.
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Job Type
Full-time
Career Level
Mid Level