Often Missing SkillsReliability MetricsFailure Mode AnalysisStatistical ModelingTest PlanningMaintenance PlanningRisk PrioritizationCost Benefit AnalysisChange ManagementIncident DocumentationCross Functional Collaboration
Development SuggestionsBuild one end to end project that shows measurable downtime reduction. Practice structured investigations and write clear action plans. Strengthen data skills by turning maintenance and incident records into trend reports that drive decisions.