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Produce and maintain auditable SaaS ARR roll forwards and consumption models; analyze retention (NRR/GRR/cohorts); support bookings, revenue forecasts, pipeline and funnel analytics from Salesforce; track GTM unit economics (LTV/CAC, SaaS Magic Number); prepare board/PE sponsor reporting, AOP and rolling forecasts; deliver fast, precise ad hoc analyses for CFO and leadership.

Lead architecture for Couchbase's Capella Control Plane, focusing on scalability and reliability. Develop production-quality Golang code, mentor engineers, and integrate AI/ML processes into the platform.