Hard Skills
AdvancedStatistical Data AnalysisThe application of statistical techniques to interpret marketing data and identify trends or correlations.
IntermediateMarket Research MethodologyThe design and execution of surveys, focus groups, and observational studies to gather consumer insights.
AdvancedSQL (Structured Query Language)The ability to write complex queries to extract and manipulate data from relational databases.
AdvancedData VisualizationCreating interactive dashboards and visual reports that communicate complex findings to non-technical stakeholders.
IntermediateA/B and Multivariate TestingThe design and analysis of experiments to compare different versions of marketing assets to determine the most effective.