3–5 years of experience managing Microsoft SQL Server in production, both IaaS and PaaS. Strong experience with full-text and semantic search using Azure Cognitive Search and/or ElasticSearch. Experience building or maintaining RAG/LLM architectures, including vector stores, embedding generation, and retrieval APIs. Proficiency in tuning and debugging database performance. Hands-on experience with observability platforms and standards. Automation scripting with PowerShell or Python. Proficiency with Infrastructure-as-Code (Bicep, Terraform, ARM templates). Familiarity with compliance, RBAC, and secure data practices in cloud environments.