Cloud ML Ops Engineer – Azure | LLM Ops | RAG

We have an urgent requirement for Cloud ML Ops Engineer – Azure | LLM Ops | RAG is required for our banking client in Abu Dhabi, UAE.

Strong experience Azure ML Ops (Production) – Model deployment, versioning, monitoring on Azure ML is the MUST.

Strong experience on LLM Ops with Azure OpenAI – Real production experience managing LLM workloads is the MUST.

Strong experience on RAG Implementation – Hands‑on RAG using Azure AI Search + embeddings + LLMs is the MUST.

Experience on CI/CD on Azure – ML/LLM CI/CD with Azure Functions is MUST.

We are seeking a skilled Cloud ML Ops Engineer with strong expertise in Azure-based ML/LLM Ops, including OpenAI and Retrieval‑Augmented Generation (RAG) workloads. The role focuses on building, deploying, and managing scalable, reliable, and cost‑optimized ML and LLM pipelines across Azure cloud services.

• Design, implement, and manage end‑to‑end ML/LLM Ops pipelines on Microsoft Azure
• Deploy, version, and monitor ML models and Large Language Models (LLMs), including Azure OpenAI workloads
• Build and maintain CI/CD pipelines for ML and LLM applications
• Implement and support RAG (Retrieval‑Augmented Generation) architectures using Azure AI Search and OpenAI models
• Ensure reliability, scalability, performance, and cost optimization of ML/LLM systems
• Set up monitoring, logging, and observability for production ML/LLM pipelines
• Collaborate with data scientists, engineers, and product teams to operationalize AI solutions
• Ensure security, compliance, and best practices across Azure cloud environments

• Strong hands‑on experience with Azure ML
• Experience deploying and managing Azure OpenAI / LLM Ops
• Proven experience with RAG pipelines and Azure AI Search
• Experience with CI/CD for ML/LLM workloads
• Hands‑on experience with:
  • Azure Functions
  • Azure Container Apps
  • Azure AI Search
• Model deployment, versioning, monitoring, and performance tuning
• Observability tools and practices for ML systems

Mid‑Senior level

Contract

Engineering and Information Technology

Technology, Information and Internet