Often Missing SkillsSQL for product analytics and cohort analysisExperiment design and A/B testing methodologyE-commerce platform and API integration (payments, checkout, catalog)Event-based analytics tooling (GA4, Amplitude/Mixpanel)
Development SuggestionsComplete an applied SQL + experimentation course and build a portfolio project (e.g., a demo Shopify store instrumented with GA4/Amplitude and a documented A/B test of checkout improvements).