DELTACLASS TECHNOLOGY SOLUTIONS LIMITED
MLOps Engineer - GCP
City of Edinburgh
Posted about 15 hours ago
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Job Description
Required Skills and Experience
- Strong understanding of CI/CD pipelines in a globally distributed environment using Git, Artifactory, Jenkins, and Docker registry.
- Experience working with GCP IAM to manage roles, permissions, and secure access to cloud resources.
- Hands-on knowledge of Helm charts for packaging and deploying applications in Kubernetes.
- Hands-on experience deploying and managing Kubernetes infrastructure using Terraform Enterprise, including the ability to write reusable Terraform modules.
- Experience implementing infrastructure as code and orchestrating cloud infrastructure in scalable, automated ways.
- Knowledge of core GCP services and how they integrate within modern cloud architectures.
- Working knowledge of Istio or similar service mesh technologies.
- Experience deploying and troubleshooting microservices in distributed environments.
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Additional Experience
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- Hands-on experience with Kubernetes and Docker for containerised ML workloads.
- Experience using Terraform and Helm to manage ML infrastructure and deployment pipelines.
- Experience designing and managing CI/CD pipelines using tools such as Harness for model build, test, and deployment workflows.
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Skills
CI/CD Pipelines
GCP IAM
Helm Charts
Kubernetes
Terraform Enterprise
Infrastructure As Code
GCP Services
Istio
Microservices
Docker
Harness
Git
Artifactory
Jenkins