Often Missing SkillsNetwork OptimizationModel ValidationData Engineering BasicsAssumption ManagementExecutive StorytellingChange ManagementCarbon AccountingRisk Modeling
Development SuggestionsBuild a portfolio of two to three end to end studies that include a clear question, clean input data, a working model, and a recommendation. Practice presenting tradeoffs in simple terms, and strengthen technical depth by learning optimization concepts, SQL data extraction, and repeatable modeling workflows.