Working knowledge of Azure AI services (e.g., Azure OpenAI, Azure Cognitive Services, Microsoft Foundry) and how they integrate with core Azure infrastructure (VNets, Private Endpoints, Key Vault, etc.). Familiarity with Azure services, including Azure Virtual Machines, Azure App Services, Azure Storage, Azure Policy, AKS, Azure Databases, Azure Network etc.