Mlops Engineer II
New Cairo City, Cairo Governorate, Egypt
USD 125K-176K (estimate) Mid-level Full Time
Tasks
- Automate model training validation testing and deployment
- Build automated testing frameworks for machine learning models
- Design and implement CI CD pipelines for machine learning models
- Develop and manage model deployment strategies
- Develop model governance policies
- Ensure security and privacy compliance
- Implement alerting for model performance degradation
- Implement model versioning and rollback mechanisms
- Integrate machine learning models into applications and services via APIs
- Optimize model serving for latency throughput and resource utilization
- Provision and manage infrastructure for model serving
- Set up monitoring and logging for model performance
Perks/Benefits
- N/A
Skills/Tech-stack
API Development | AWS | AWS Lambda | Alerting | Azure | Bash | CI/CD | CloudFormation | Docker | GCP | GitLab CI | Infrastructure as Code | Jenkins | Kubeflow | Kubernetes | MLflow | Machine Learning | Model Logging | Model Monitoring | PyTorch | Python | Scikit-learn | TensorFlow | Terraform | Version control | “as-code”
Education
Roles
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