Often Missing SkillsCausal InferenceMarketing Mix ModelingExperimentation GovernanceData Pipeline BasicsPrivacy Safe MeasurementForecastingChange Management
Development SuggestionsBuild a portfolio of two to three business cases that show how insights changed a decision, improved performance, or saved budget. Strengthen modern measurement skills, especially experimentation and mix modeling. Partner closely with data engineering and privacy teams to improve tracking quality and compliant measurement.