• Design, evaluate, and interpret experiments in the presence of network effects, delayed outcomes, and imperfect randomization—balancing speed with statistical rigor. • Influence product direction by translating insights into clear recommendations that shape roadmap prioritization. • Develop key strategic insights through exploratory data analysis, to inform future investments or pivot in strategy • Build scalable metrics and dashboards to empower efficient decision-making • Own the definition and evolution of success metrics for core engagement surfaces, including tradeoffs between short-term and long-term member value.