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Lead growth planning and budget allocation for marketing, designing ROI-driven models, forecasting, and incrementality tests. Partner with Growth, Finance, and Analytics to optimize spend, operationalize AI/LLMs, deliver executive reporting, and drive subscriber growth through data-informed strategies.