Often Missing SkillsExperiment DesignMetric DesignData Quality ManagementTracking Plan DevelopmentStakeholder ManagementTeam LeadershipData Storytelling
Development SuggestionsPractice scoping one high impact product question end to end: define the metric, validate data, run analysis, and present a decision. Build a simple experiment plan with guardrail metrics. Create a repeatable dashboard with clear definitions and ownership. Seek opportunities to lead cross functional reviews and mentor a junior analyst.