
Cloud Engineer
18 hours ago
We are seeking a highly skilled Cloud Engineer to join our growing team. As a Lead DevOps / MLOps Engineer, you will be responsible for designing, implementing and managing CI/CD pipelines using tools such as Jenkins, GitHub Actions or Azure DevOps.
Key Responsibilities:- CICD Pipeline Management: Design, implement and manage CI/CD pipelines using tools such as Jenkins, GitHub Actions or Azure DevOps.
- Infrastructure-as-Code: Develop and maintain Infrastructure-as-Code using Terraform.
- Container Orchestration: Manage container orchestration environments using Kubernetes.
- Cloud Optimization: Ensure cloud infrastructure is optimized, secure and monitored effectively.
- MLOps Support: Collaborate with data science teams to support ML model deployment and operationalization.
- MLOps Best Practices: Implement MLOps best practices, including model versioning, deployment strategies (e.g., blue-green), monitoring (data drift, concept drift), and experiment tracking (e.g., MLflow).
- Automated ML Pipelines: Build and maintain automated ML pipelines to streamline model lifecycle management.
- Experience: 3–7 years of experience in DevOps and/or MLOps roles.
- CI/CD Tools: Proficient in CI/CD tools: Jenkins, GitHub Actions, Azure DevOps.
- Terraform Expertise: Strong expertise in Terraform and cloud-native infrastructure (AWS preferred).
- Kubernetes Experience: Hands-on experience with Kubernetes, Docker, and microservices.
- Scripting Proficiency: Solid understanding of cloud networking, security, and monitoring; scripting proficiency in Bash and Python.
- MLflow Knowledge: Experience with MLflow, TFX, Kubeflow, or SageMaker Pipelines.
- Model Performance Monitoring: Knowledge of model performance monitoring and ML system reliability.
- AWS MLOps Stack: Familiarity with AWS MLOps stack or equivalent tools on Azure/GCP.
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