US Citizen
Corp-Corp
W2-Permanent
W2-Contract
Contract to Hire
Consulting/Contract
UG :- - Not Required
PG :- - Not Required
No of position :- ( 1 )
Post :- 11th Jan 2025
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.