Principal AI Engineers Are Not Building Models. They’re Building Systems.
One line in a recent Principal AI Engineer job advertisement stood out to me:“Ideally you’re a software engineer first, ML engineer second.”That single statement captures one of the biggest shifts happening in AI engineering right now.For years, many organisations treated AI as a research problem.Build a model. Run experiments. Create a proof of concept. Present some impressive metrics.Then production arrived.And suddenly the hardest problems were no longer the model itself.They became: ArtificialIntelligence #AIEngineering #MachineLearning #MLOps #SoftwareEngineering #SoftwareArchitecture #DistributedSystems #CloudInfrastructure #PlatformEngineering #DevSecOps #SolutionsArchitecture #SystemIntegration #TechnologyStrategy #EngineeringLeadership #VelosoDev #SystemsNotSilos #GumtreeDev