Design and implement portfolio optimization frameworks and quantitative models for private market portfolios. Build cash-flow, return, risk, and correlation models; run Monte Carlo and scenario simulations; work with private market data providers and internal datasets; develop private market risk measures and stress tests; collaborate with portfolio managers and analysts; and contribute to thought leadership on portfolio construction and risk assessment.