5+ years of experience in data or analytics roles (fraud, risk, trust & safety, or credit/collections domains are a bonus) Advanced proficiency in SQL for data analysis Experience working with complex datasets in modern data warehouse and transformation tools (e.g., Snowflake, dbt) Experience with at least one BI/dashboarding tool (e.g. Looker, Amplitude, Tableau) Proven track record of owning ambiguous problem spaces end-to-end Excellent communication and data storytelling skills Demonstrated ability to partner cross-functionally Comfortability working with messy, event-level product data across mobile and web