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Azure Devops Engineer with MLOps

    7 - 9 Years
    1 Opening
    Kochi


Role description

  • Experience with DevOps in Azure cloud.
  • Good understanding of Cloud Infrastructure services and their limitations.
  • Experience in configuring & monitoring different attributes and handling scale-up and scale-down scenarios for the application in a cloud environment.
  • Manage and scale production-grade Kubernetes clusters (AKS/OpenShift).
  • Develop, and implement containerization strategy for applications leveraging Docker & Kubernetes and serverless in Azure.
  • Implement declarative, automated application deployments on GitOps with ArgoCD
  • Maintain legacy and modern CI\CD pipelines using Bamboo and Tekton
  • Good hands on experience with IAC Tools- Terraform
  • Good understanding of Microservices architecture and communication between APIs in a containerized environment.
  • Good understanding of webhooks / build triggers for CI pipelines.
  • Proactively identify and remediate Vulnerabilities within the Azure ecosystem.
  • Integrate automated security scanning (SAST/DAST) and container image signing into the build process
  • Provide best practices around provisioning production and non-production environments on the cloud to optimize the usage.
  • Oversee secure credential handling (e.g., HashiCorp Vault or Azure Key Vault).
  • Experience with network technologies and with system, security, and network monitoring tools
  • Have a strong understanding of application architecture, common failure modes, and the development process.
  • Have a strong understanding of 24x7 application operations, including Incident Management, Change Management, and Capacity Management

MLOps & LLMOps Requirement:

Model Deployment: Build infrastructure to support LLM serving, fine-tuning, and monitoring.

Pipeline Automation: Use MLOps principles to automate data versioning and model training workflows.

Resource Optimization: Manage GPU-heavy workloads and optimize compute costs within Azure.

Skills

Azure, CI/CD, Kubernetes, MLOps


About UST

UST is a global digital transformation solutions provider. For more than 20 years, UST has worked side by side with the world’s best companies to make a real impact through transformation. Powered by technology, inspired by people and led by purpose, UST partners with their clients from design to operation. With deep domain expertise and a future-proof philosophy, UST embeds innovation and agility into their clients’ organizations. With over 30,000 employees in 30 countries, UST builds for boundless impact—touching billions of lives in the process.

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