Help build, scale, and refine TPU demand models. Build and evolve the modeling frameworks and explore and integrate a variety of signals both structured (datasets on user traffic) and unstructured (product roadmaps and signals from product teams). Go deep on areas related to demand as needed, e.g., TPU utilization, organic growth and seasonal user traffic patterns. Help product areas translate complex data on upcoming demand into digestible insights to facilitate decision making and tradeoffs.
Architect the agenda, briefing materials, and analytical narrative for executive syncs. Formulate data-driven business justifications to help K&I product areas successfully request TPU resources. Organize collaboration between K&I product areas to improve each’s plans and identify capacity fungibility to help address any individual K&I product area capacity shortfalls.
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