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TAT IT Technolgies

Cloud ML Ops Engineer – Azure | LLM Ops | RAG

TAT IT Technolgies
United Arab Emirates · Contract · Mid-Senior
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.

Key Responsibilities

  • 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

Mandatory Technical Skills

  • 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
Skills: azure,ml,cloud,llm

Key Skills

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United Arab Emirates

Tax-friendly regional tech hub

Posted
Dec 29, 2025
Type
Contract
Level
Mid-Senior
Location
Abu Dhabi
Company
TAT IT Technolgies

Industries

Technology Information Internet

Categories

Engineering Information Technology

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