Often Missing SkillsReproducible Research PracticesData VisualizationAutomationProgrammingStudy DocumentationStakeholder ManagementExperiment PrioritizationRisk AssessmentResearch Translation
Development SuggestionsBuild a portfolio of clear experiments with well documented methods and results. Strengthen data skills with a statistics refresher and basic programming. Practice communicating findings to non scientists through short summaries and simple charts. Learn quality standards and documentation habits used in regulated environments. Seek cross team projects to improve prioritization and stakeholder management.