Experience with simulation systems, probabilistic modeling, Bayesian methods, survival analysis, causal impact modeling, reinforcement learning concepts, or uncertainty quantification Experience estimating long-term business impact, investment ROI, subscriber growth, retention compounding, or customer lifetime value. Experience in Product Science, Applied Economics, Operations Research, Quantitative Research, Strategic Modeling, Decision Science, or related quantitative strategy functions Experience building strategic modeling systems that combine experimentation evidence, predictive ML, behavioral signals, and business outcomes.