Often Missing SkillsDesigning and interpreting A/B testsInstrumenting product analytics (GA4, Mixpanel) and defining eventsPricing, CAC/LTV modeling, and funnel mathAgile delivery practices and backlog managementBuilding executive-ready dashboards (Tableau/Power BI)
Development SuggestionsComplete a GA4 + product analytics course and instrument a demo app to run a small experiment; build a growth case study with a full financial model (CAC, LTV, payback) and present it to a mentor for feedback.