What are the responsibilities and job description for the Azure/AWS Cloud Administrator (AI Deployment) position at Yochana?
Job Description: Azure/AWS Cloud Administrator (AI Deployment)
Bloomfield, CT
Overview
We are looking for a skilled Azure or AWS Cloud Administrator with hands-on experience in cloud implementation, deployment automation, and AI/ML models.
Key Responsibilities
• Manage and optimize Azure or AWS cloud environments
• Implement and deploy cloud infrastructure using IaC tools
• Build and maintain CI/CD pipelines for applications and AI models
• Deploy and monitor AI/ML models using Azure ML, SageMaker, or similar platforms
• Support containerized workloads (Docker, Kubernetes)
• Ensure cloud security, IAM, and compliance best practices
• Troubleshoot cloud, deployment, and model-related issues
• Monitor model performance and ensure scalability, security, and compliance
• Optimize resource utilization and cost efficiency for AI workloads
• Collaborate with data scientists and engineering teams for seamless integration
Required Skills
• 8 years in Azure or AWS administration
• Strong experience with CI/CD (Azure DevOps, GitHub Actions, Jenkins, CodePipeline)
• Proficiency with Terraform, CloudFormation, or ARM/Bicep
• Experience deploying AI/ML models into production
• Knowledge of Docker, Kubernetes (AKS/EKS)
• Scripting skills (Python, Bash, PowerShell)
• Strong experience with AWS AI/ML services (e.g., SageMaker) or Azure Machine Learning
• Proficiency in cloud administration (IAM, networking, security, resource management)
• Familiarity with model evaluation, tuning, and deployment pipelines
• Knowledge of Python and ML frameworks (TensorFlow, PyTorch) is a plus