Often Missing SkillsAdvanced StatisticsData ModelingData StorytellingLearning Impact MeasurementData Quality ManagementData Privacy ComplianceSurvey AnalysisExperimentationLearning Platform Data Integration
Development SuggestionsBuild a portfolio with two to three learning impact studies, strengthen analysis and visualization skills, and practice presenting recommendations to non technical audiences. Seek projects that connect learning metrics to performance outcomes, and partner with HR and business leaders to align measures with real goals.