Often Missing SkillsCausal InferenceExperimentationForecast Accuracy ManagementData GovernancePricing StrategyChange Management
Development SuggestionsBuild a portfolio of three to five retail impact studies, such as promo lift, markdown optimization, and stockout reduction. Strengthen SQL and dashboard design fundamentals, then add experimentation and forecasting skills. Practice executive communication by turning analyses into one page recommendations with clear expected impact and risks.