Devops Principal Consultant
Tasks
- Automate AI model training testing deployment
- Configure GPU enabled nodes for AI workloads
- Deploy models to Azure Stack Edge using IoT Edge and Kubernetes
- Design CI CD pipelines for AI and machine learning
- Ensure data residency compliance for sensitive data
- Implement Azure Policy and RBAC for hybrid governance
- Implement monitoring with Azure Monitor and Application Insights
- Integrate security scanning into CI/CD pipelines
- Maintain disconnected or low bandwidth pipeline operation
- Manage model versioning and artifacts
- Optimize container resource allocation for edge inference latency
- Provision Azure Stack resources using infrastructure as code
Perks/Benefits
- N/A
Skills/Tech-stack
ARM Templates | Access Control | Ansible | Application Insights | Azure DevOps | Azure Kubernetes | Azure Kubernetes Service | Azure Machine Learning | Azure Monitor | Azure Policy | Azure Stack | Azure Stack Edge | Azure Stack HCI | Azure Stack Hub | Bash | Bicep | DevSecOps | Docker | GitHub Actions | IoT Edge | Jenkins | Kubernetes | Kubernetes Service | MLflow | Machine Learning | Powershell | PyTorch | Python | Role-Based Access | Role-Based Access Control | Stack HCI | TensorFlow | Terraform
Education
N/A
Roles
Cloud DevOps Engineer | Cloud Devops | Cloud) | DevOps | DevOps Engineer | Engineer | MLOps Engineer
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