Often Missing SkillsExperiment ExecutionMetric DesignSQL ProficiencyProduction Analytics WorkflowsCross Functional CommunicationBusiness Case Writing
Development SuggestionsBuild a portfolio of two to three end to end studies such as a pricing test, an incentive change evaluation, and a demand forecast. Practice turning analysis into a recommendation with clear risks, expected impact, and measurement plan. Strengthen practical tooling by writing clean SQL, using Python for analysis, and creating simple dashboards for ongoing monitoring.