Azure MLOPS
Exp 6 to 14 years, Location: Pune
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 MLOps.
Together, as owners, let’s turn meaningful insights into action.
Life at CGI is rooted in ownership, teamwork, respect and belonging. Here, you’ll reach your full potential because…
You are invited to be an owner from day 1 as we work together to bring our Dream to life. That’s why we call ourselves CGI Partners rather than employees. We benefit from our collective success and actively shape our company’s strategy and direction.
Your work creates value. You’ll develop innovative solutions and build relationships with teammates and clients while accessing global capabilities to scale your ideas, embrace new opportunities, and benefit from expansive industry and technology expertise.
You’ll shape your career by joining a company built to grow and last. You’ll be supported by leaders who care about your health and well-being and provide you with opportunities to deepen your skills and broaden your horizons.
Come join our team—one of the largest IT and business consulting services firms in the world.