DevOps Engineer
Hani AsharafMIDPosted 3h ago
AWSSageMakerEC2GPUIAMS3TerraformCloudFormationDockerKubernetesCI/CDGitHub ActionsGitLab CIMLOpsMonitoringObservability
About the Role
We are looking for a DevOps Engineer to join our team. This role focuses on managing infrastructure, automation, and MLOps plumbing for the LoRA pipeline.
Key Responsibilities
• Provision and manage training/inference infrastructure (GPU compute, storage, networking) via Infrastructure-as-Code
• Build CI/CD pipelines for training runs, adapter packaging, and model deployment
• Containerize the training and serving stack and manage orchestration (e.g., Docker/Kubernetes)
• Implement monitoring, logging, and cost controls for training and inference workloads
• Ensure reproducibility and portability of the pipeline across environments
Requirements
• 6+ years of experience in DevOps engineering
• Strong experience with AWS (SageMaker/EC2 GPU, IAM, S3)
• Proficiency in Terraform/CloudFormation for Infrastructure-as-Code
• Experience with Docker and Kubernetes
• Knowledge of CI/CD tools (e.g., GitHub Actions/GitLab CI)
• Familiarity with MLOps tooling
• Understanding of monitoring and observability tools