Often Missing SkillsMetric GovernanceTracking StrategyPrivacy Compliance AwarenessData ModelingExecutive CommunicationChange Management
Development SuggestionsStrengthen fundamentals by standardizing metric definitions, practicing SQL on real marketing datasets, and building a portfolio of dashboards with written insight summaries. Pair this with hands on experience improving tracking and validating data quality across common marketing platforms.