Often Missing SkillsAuction theory and ad marketplace mechanicsAdvanced SQL and experiment design/causal inferenceRevenue forecasting and cohort/LTV modelingMarketplace pricing/take‑rate optimization
Development SuggestionsComplete a rigorous SQL + A/B testing/causal inference course and build a portfolio analysis; design a monetization experiment (e.g., pricing test or sponsored listing MVP) for a side project or startup to produce measurable results.