MLOps Engineer (Machine Learning Platform & Cloud Infrastructure)
Tasks
- Automate machine learning workflows
- Automate model retraining
- Build infrastructure as code
- Create CI/CD pipelines
- Deploy machine learning models to production
- Design machine learning infrastructure
- Implement model development deployment monitoring pipelines
- Manage containerized AI applications
- Monitor infrastructure and model performance
- Optimize cloud performance resource utilization costs
Perks/Benefits
Skills/Tech-stack
AI Pipelines | AWS | Amazon EKS | Apache Airflow | Azure AKS | CI/CD | Cloud Cost Optimization | Cloud platform | CloudFormation | Cost Optimization | Datadog | Docker | GitHub Actions | Google Cloud | Google Cloud Platform | Google GKE | Grafana | KServe | Kubeflow | Kubernetes | Linux | MLflow | Machine Learning | Microsoft Azure | Prometheus | Python | SageMaker Endpoints | Sagemaker Pipelines | Terraform | Vertex AI | Vertex AI pipelines
Education
Roles
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