5-8+ years in Product Operations, Product Analytics, Business Intelligence, Data Product Management, or related roles. Proven experience building or scaling a product analytics ecosystem. Track record of translating complex data into actionable recommendations. Experience working in SaaS or platform products is strongly preferred. Strong command of SQL. Proficiency with modern BI/analytics tools (Looker preferred). Deep understanding of data modeling, event analytics, KPIs, and instrumentation. Excellent communicator. Highly organized and process-oriented. Strategic thinker.