Strong understanding of investment management concepts, including accounting principles, portfolio theory, equity valuation, factor models, asset allocation, portfolio optimization, liquidity risk management, and performance measurement. Develop advanced analytic models, scenario analyses, and simulation-based frameworks, including Monte Carlo simulations, to support risk-aware portfolio construction and investment processes across subclasses, strategies, and products.