Often Missing SkillsValidation Lifecycle KnowledgeComputer System ValidationStatistical ThinkingAudit ReadinessRisk Based Decision MakingStructured DocumentationAutomation Familiarity
Development SuggestionsBuild a small portfolio of validation documents using templates, practice writing clear test steps and expected results, and learn common validation lifecycles for equipment, processes, and software. Seek exposure to change control and deviation workflows, and ask to support at least one audit to understand how evidence is reviewed.