Often Missing SkillsProduction EngineeringSystem DesignObservabilityPerformance OptimizationWorkflow OrchestrationCloud Cost ManagementClinical Data StandardsStakeholder Communication
Development SuggestionsBuild one end to end genomics pipeline project with tests, documentation, and a reproducible environment. Practice system design for data intensive services, and learn how to monitor jobs, manage failures, and optimize cost and runtime in cloud environments. Strengthen communication by writing short design docs and leading technical demos with scientific partners.