Mlops Engineer II
New Cairo City, Cairo Governorate, Egypt
USD 133K-217K (estimate) Mid-level Full Time
Tasks
- Automate model training validation testing and deployment
- Build and maintain infrastructure for model serving
- Build automated testing frameworks for machine learning models
- Collaborate with data scientists on model requirements
- Design and implement CI CD pipelines for machine learning models
- Develop model governance policies and procedures
- Ensure security and privacy compliance
- Implement model versioning and rollback
- Implement monitoring and logging for model performance
- Integrate machine learning models into applications via APIs
- Manage model deployment strategies
- Optimize model serving for latency throughput and resource utilization
- Set up alerting for performance degradation
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Alerting | Azure | Bash | CI/CD | CloudFormation | Docker | Drift Detection | GCP | GitLab CI | Infrastructure as Code | Jenkins | Kubeflow | Kubernetes | Logging | MLflow | Model Drift | Model Drift Detection | Monitoring | PyTorch | Python | Scikit-learn | TensorFlow | Terraform | “as-code”
Education
Roles
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