Often Missing SkillsAnalytics InstrumentationSQLExperiment DesignPricing StrategyLifecycle MessagingAttribution BasicsExecutive Storytelling
Development SuggestionsStrengthen fundamentals by owning end-to-end measurement for one key funnel, running a consistent experiment cadence, and building clear narratives that tie product changes to business impact. Practice with real datasets, write simple SQL queries, and document learnings in a repeatable experimentation playbook.