Often Missing SkillsSQL OptimizationAttribution ModelingExperimentation Program DesignMarketing Data Engineering BasicsMetric GovernanceForecasting
Development SuggestionsFocus on one gap at a time. Build a small portfolio using realistic marketing datasets. Create one dashboard, one funnel deep dive, and one experiment readout. Ask to own one recurring metric report at work and improve it with clearer definitions and automated data checks.