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Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!

Platform Engineer - Kubernetes, GitOps, Flux CD & AI/ML Infrastructure

  • Toronto, ON, Canada

Full-time

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Job details

Job type
Full-time
Posting language
English
Posted

Original job description

Platform Engineer - Kubernetes, GitOps, Flux CD & AI/ML Infrastructure

Roles and Responsibilities

  • We're seeking a skilled Platform Engineer to deploy and manage AI/ML infrastructure, e.g. LlamaIndex Cloud and KDB.AI applications on Kubernetes Platform.

  • You'll be responsible for building reliable, scalable, and secure deployment pipelines using modern GitOps practices.

  • Deploy and manage LlamaIndex Cloud and KDB.AI applications and similar products supporting AI workloads 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

  • 3+ years managing production Kubernetes clusters.

  • 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.

Infrastructure & Database

  • PostgreSQL, MongoDB, Redis, RabbitMQ administration.

  • Database HA/failover configurations (PgBouncer, HAProxy).

  • Linux/Unix systems and shell scripting (Bash, PowerShell).

  • Kubernetes networking, Ingress, and Gateway API.

Nice to Have

  • Experience with LlamaIndex, LangChain, or AI/ML platforms.

  • Vector databases or KDB.AI knowledge.

  • Temporal.io workflow orchestration.

  • Python/Go for automation.

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More about this job

Responsibilities

Deploy and manage AI/ML applications and Kubernetes infrastructure across development, QA, and production environments, building secure and reliable GitOps deployment workflows. Maintain clusters, secrets management, CI/CD pipelines, Helm charts, monitoring, and operational documentation while troubleshooting production issues.

Requirements

Requires at least three years managing production Kubernetes clusters and at least two years using Flux CD, ArgoCD, or similar GitOps tools. Candidates should have advanced Helm skills and experience with Vault, CI/CD, container registries, databases, Linux/Unix, scripting, and Kubernetes networking; AI/ML platforms and Python or Go are advantageous.

Skills

  • Kubernetes
  • Flux CD
  • GitOps
  • Helm
  • HashiCorp Vault
  • CI/CD
  • GitHub Actions
  • Artifactory
  • PostgreSQL
  • MongoDB
  • Redis
  • RabbitMQ
  • Linux/Unix
  • Kubernetes Networking
  • OIDC
  • AI/ML Infrastructure

Visa sponsorship

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Categories

  • Technology
  • Software
  • Engineering
  • Data & Analytics

Keywords

  • Kubernetes
  • GitOps
  • Flux CD
  • ArgoCD
  • AI/ML Infrastructure
  • LlamaIndex Cloud
  • KDB.AI
  • Helm
  • HashiCorp Vault
  • ExternalSecrets
  • GitHub Actions
  • Artifactory
  • OIDC
  • Microsoft Entra ID
  • PostgreSQL
  • MongoDB
  • Redis
  • RabbitMQ
  • PgBouncer
  • HAProxy
  • Linux/Unix
  • Bash
  • PowerShell
  • Kubernetes Networking
  • Ingress
  • Gateway API
  • Temporal.io
  • Python
  • Go
  • CI/CD

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