Birmingham, AL14 days ago
p>ESSENTIAL DUTIES AND RESPONSIBILITIES. Under the direction of senior members of the team, this position is primarily expected to:
- Develop and apply mathematical or statistical theory and methods to collect, organize, interpret, and summarize numerical data sets from multiple sources (including internal consumer, mortgage, and commercial loan systems, external bank data (e.g., Call Reports), and economic forecasts) to develop credit risk models for CECL, stress testing, scorecards, economic capital, or other credit risk-related initiatives. Responsibilities include sourcing, cleaning, and transforming data; researching applicable methods; training and testing a variety of specifications; documenting all facets of the development process; implementation of models and related logic in production systems; assessing outputs across different levels of inputs (sensitivity analysis and scenario analysis); back-testing and ongoing performance monitoring; and, communicating aspects of the model and its application to non-technical stakeholders.