Often Missing SkillsStatistical AnalysisDesign of ExperimentsProgrammingScientific ComputingProcess Scale UpQuality SystemsRoot Cause AnalysisSupplier ManagementCost ModelingIntellectual Property Awareness
Development SuggestionsBuild a portfolio of 2 to 3 projects that show clear experiment goals, measured results, and decisions made from data. Practice turning lab outcomes into simple recommendations for engineering and manufacturing teams. Seek exposure to production constraints, supplier material variability, and formal quality documentation.