Azure Devops Engineer

21 hours ago

Pune, Maharashtra, India Talent21 Full time ₹ 6,00,000 - ₹ 18,00,000 per year

Role & responsibilities

Azure MLOPS

Exp 6 to 14 years, Location: Pune /Bengaluru / Chennai / Mumbai

JD given below:

Technical Skills and Experience

  • Design, implement, and maintain end-to-end ML pipelines in Azure using Azure Machine Learning, Azure DevOps, Helm charts, and Prometheus.
  • Collaborate with data scientists, software engineers, and other stakeholders to deploy and monitor machine learning models in production environments.
  • Develop CI/CD pipelines for model training, validation, and deployment using Azure DevOps and Helm charts.
  • Implement best practices for model versioning, testing, and monitoring to ensure the reliability and performance of deployed models, leveraging Prometheus for monitoring and alerting.
  • Configure and manage Prometheus for monitoring Kubernetes clusters, applications, and custom metrics, ensuring high availability and scalability.
  • Create and maintain Helm charts for packaging and deploying Kubernetes applications, including machine learning models and associated services.
  • Troubleshoot and resolve issues related to model performance, scalability, and reliability in production environments.
  • Stay up-to-date with the latest developments in Azure ML services, Helm, Prometheus, and best practices for ML Ops.

Preferred candidate profile

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