Often Missing SkillsEnd-to-end P&L ownership and cohort modelingSQL and BI dashboarding for marketplace KPIsPricing and incentive design for two-sided marketsMarketplace economics (take rate, CAC/LTV, liquidity)Trust & safety risk assessment and policy design
Development SuggestionsComplete a finance/P&L and SQL/BI project (e.g., build a cohort LTV model and KPI dashboard); run a small two-sided pilot or take ownership of a regional P&L to practice pricing, incentives, and supply–demand balancing.