Designs, builds, validates, and maintains pricing and risk models for private-market assets. Responsibilities include cash-flow projections, Monte Carlo simulations, valuation, risk-factor modeling, stress testing, backtesting, data pipelines, and client reporting. The role also develops APIs and web applications, supports production model cycles, documents methodology, and contributes to alternative-asset underwriting and screening platforms.