Often Missing SkillsBusiness Impact MeasurementResearch RoadmappingExecutive CommunicationQuantitative AnalysisExperimentationResearch Program ManagementCross Team Influence
Development SuggestionsBuild a clear portfolio of strategic studies that changed product direction, quantify outcomes such as adoption and task success, and practice concise executive readouts. Strengthen quantitative reasoning using product metrics and survey analysis, and standardize how research is planned and prioritized across teams.