• Own reporting and analysis for shipments, units, and gross revenue, ensuring alignment between financial systems (e.g., NetSuite) and the data warehouse (Snowflake). • Build and maintain Tableau dashboards that support Finance, Revenue Operations, and leadership decision-making. • Analyze and explain key performance metrics—including Conversion, Average Order Value (AOV), Retention, and Lifetime Value (LTV)—through a financial and unit-economics lens. • Support enhancements to gross contribution and revenue models, validating logic and partnering with analytics engineering on model improvements. • Partner on the in-house transition of repurchase and retention curves, supporting analysis, testing, and stakeholder alignment. • Analyze Shopify financial data, including one-time vs. subscription purchases, break-of-box logic, and order- and line-item-level revenue dynamics. • Use SQL and Python to perform exploratory, ad-hoc, and deep-dive analyses that surface insights and opportunities. • Act as an analytics partner to Finance and RevOps while collaborating with other analysts across Data & Analytics to ensure metric consistency. • Document metrics, definitions, and dashboard logic to support clarity, trust, and scalability.