Site Reliability Engineer
Tasks
- Build CI CD pipelines for machine learning workflows
- Collaborate with ML engineers to operationalize models
- Deploy machine learning models in production
- Detect data drift and track system health
- Implement monitoring, logging, and alerting for ML systems
- Manage infrastructure as code for ML workloads
Perks/Benefits
- N/A
Skills/Tech-stack
Ansible | Automated testing | Azure DevOps | Azure Machine Learning | Bash | CI/CD | DVC | Data Drift | Docker | ELK | Git | Grafana | Kubeflow | Kubernetes | Linux | MLflow | Machine Learning | Microsoft Azure | Model versioning | ONNX Runtime | Powershell | Prometheus | Python | Shell | TensorFlow | TensorFlow Serving | Terraform | Torchserve | Windows
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