• You have 2–4 years of experience in consulting, banking, a high-growth startup ops or strategy role, or a similarly rigorous environment where you learned to break down complex problems and drive to solutions. • You have a strong quantitative foundation — you're fluent in SQL and Excel, and comfortable taking a messy business question and figuring out what data you need to answer it. • You're deeply AI-native, using AI tools as a daily multiplier on your own work and thinking critically about how AI can transform business operations. • You've worked in environments where the problems aren't perfectly scoped and you're expected to figure out the right approach, not just execute someone else's plan. • You're unusually proactive — you don't wait for perfectly defined tasks, you identify what needs to happen next and make it happen. • You're a clear communicator in both writing and live conversation, able to distill complex analysis into actionable insights for both technical and non-technical stakeholders.