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Platform Engineer - AI/ML Infrastructure

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Summary

Platform engineer in Halifax who deploys and manages AI/ML applications on Kubernetes across Dev/QA/Prod, building GitOps deployment pipelines with Flux CD and Helm, securing secrets with HashiCorp Vault, and maintaining CI/CD with GitHub Actions and Artifactory.

About the Role

We’re seeking a skilled Platform Engineer to deploy and manage AI/ML infrastructure and applications on Kubernetes. You’ll be responsible for building reliable, scalable, and secure deployment pipelines using modern GitOps practices.

What You’ll Do

  • Deploy and manage AI/ML applications and related platforms across Dev/QA/Prod environments.
  • Implement GitOps workflows using Flux CD for automated deployments.
  • Administer Kubernetes clusters across multiple environments.
  • Configure HashiCorp Vault for secrets management and ExternalSecrets integration.
  • Maintain CI/CD pipelines with GitHub Actions and Artifactory.
  • Work with enterprise Identity Management teams to configure OIDC authentication with Microsoft Entra ID.
  • Create and maintain Helm charts and Kubernetes manifests.
  • Monitor application performance and troubleshoot production issues.
  • Document procedures, runbooks, and infrastructure patterns.

Required Skills

Core Technologies

  • 2+ years with Flux CD, ArgoCD, or similar GitOps tools.
  • Advanced Helm chart development and management.
  • HashiCorp Vault for secrets management.
  • Artifactory or similar container registries.
  • CI/CD with GitHub Actions, Jenkins, or similar.
  • Kubernetes networking, Ingress, and Gateway API.

Infrastructure & Database

  • Database HA/failover configurations (PgBouncer, HAProxy).
  • Linux/Unix systems and shell scripting (Bash, PowerShell).

Nice to Have

  • Experience with AI/ML platforms and application frameworks.
  • Vector databases and related technologies.

Skills

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See also

ML / AI jobs by country — openings, pay and top skills →