Often Missing SkillsArchitecting for scaleIncident managementCost optimizationThreat modelingData privacy practicesService level objectivesTechnical roadmap planningCross team influence
Development SuggestionsBuild depth by leading one high impact initiative end to end, such as a service migration or reliability improvement. Practice writing short design documents, defining clear reliability targets, and improving monitoring. Partner with security and infrastructure teams to learn risk assessment, cost controls, and production operations.