Five (5) years of experience must include: Developing and automating capital planning controls, processes, and analytic workflows using R, Python, KNIME, Alteryx, and Tableau while interpreting and applying 12 CFR 225.8 requirements to assess compliance and impacts on capital adequacy; Creating AI prompts for document review/comparison and drafting requirements documents aligned to updated regulatory or business data needs; Applying U.S. regulatory capital frameworks including FR Y-14A, BCBS 239, CCAR, Basel III, and SR 15-18 to validate capital-related data and assess implications for capital adequacy and regulatory compliance; Designing control and validation routines to ensure completeness, consistency, and accuracy of data used in RWA forecasting, stress testing, and capital ratio projections; and Documenting end-to-end data lineage, transformation logic, and control points for capital planning and regulatory reporting datasets to support audit, governance, and regulatory examinations. Execute components of stress-testing processes, including the Internal Capital Adequacy Assessment Process (ICAAP) and Quarterly Multi-Year Multi-Scenario Forecasting (QMMF), by contributing to scenario design, performing forecast calculations, and analyzing key risk drivers and balance sheet impacts.