DeployAIsystemsintocloud,on-premises,andair-gappedenvironments Buildproduction-readypipelinesfromdataingestionthroughtoinference ExperiencewithobservabilityforAIsystems,includingagentbehaviour,modelperformance,andfailuremodes Collaboratewithengineers,productleads,andcustomerstotranslaterequirementsintoworkingsystems Contributetoevaluationframeworks,systemintegration,andperformancetracking ActasatechnicalauthorityforagenticAI-settingdesignpatternsforjuniorengineers Requirements Commercialexperiencebuildingmulti-agentoragenticAIsystemsinproduction StrongPythonskillsandhands-onexperiencewithLLMframeworks(LangGraph,LangChain,Haystack,orsimilar) ExperiencedeployingAI/MLsystemsintoproductionenvironments FamiliaritywithDocker,Git,andcloudplatforms(AWSpreferred) Understandingofsecuredeploymentpatterns-air-gapped,on-premises,orsovereigncloud Preferred Experiencewithmultimodalreasoning ExperiencewithedgeorofflineAIdeployments FamiliaritywithKubernetes(EKS/OpenShift)formonitoringandmanagingdeployedapplications MLOpsexperience ...