Often Missing SkillsEnd to End System OwnershipClear Requirements WritingInterface DocumentationVerification TraceabilityOperational Readiness PlanningCost EstimationSecurity Threat ModelingIncident Response Leadership
Development SuggestionsBuild a portfolio of system-level decisions you led, including the tradeoffs and measurable outcomes. Practice writing clear requirements and linking them to verification results. Strengthen operational skills by partnering with operations teams on deployment readiness, monitoring, and incident reviews. Add security and safety basics by taking focused training and applying it in design reviews.