Fluent proficiency in SQL Experience building and maintaining BI dashboards (e.g., Looker, Tableau, or similar) Strong analytical thinking and Excel skills Solid understanding of analytics fundamentals: cohorting, segmentation, funnel analysis, unit economics, and forecasting logic 6–10 years of experience in analytics, business operations, or consulting roles Ability to manage both long-term strategic projects and fast-turnaround ad hoc analyses Excellent collaboration and communication skills Experience guiding stakeholders toward consistent KPI definitions