6+ years in analytics or insights within B2B SaaS, marketplaces, payments, or high-growth tech Advanced Snowflake SQL Proficient Python Production experience with dbt Proven record of delivering executive-ready insight reports and dashboards Strong product and SaaS growth intuition Proficiency with Looker, Sigma, Tableau, Power BI, or similar BI tools Strong editorial judgment for headlines, metric selection, and chart design Clear, plain-language writing Working knowledge of privacy-preserving aggregation