AI/ML Platform Engineer — Kubernetes & GitOps

Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!; Toronto; On-site; CAD 120,000 - 180,000; Full time

Job summary

Astra-North Infoteck Inc. seeks a Platform Engineer to deploy and manage AI/ML infrastructure on Kubernetes. You will build reliable, scalable deployment pipelines using GitOps and manage LlamaIndex Cloud and KDB.AI workloads across Dev/QA/Prod environments.

Responsibilities include implementing Flux CD workflows, administering Kubernetes clusters, configuring Vault for secrets, and maintaining Helm charts and manifests. Strong scripting and CI/CD experience are required.

Qualifications

• Deploy and manage AI/ML infrastructure on Kubernetes.
• Build reliable, scalable deployment pipelines with GitOps.
• Configure secret management with Vault and ExternalSecrets.
• Maintain CI/CD pipelines using GitHub Actions and Artifactory.
• Collaborate with Identity Management for OIDC with Entra ID.
• Create Helm charts and Kubernetes manifests.

Responsibilities

• Deploy and operate LlamaIndex Cloud and KDB.AI workloads across envs.
• Implement Flux CD / GitOps workflows for automated deployments.
• Administer multiple Kubernetes clusters and networking.
• Maintain security configurations and secrets management.
• Develop and maintain Helm charts and manifests.
• Monitor performance and troubleshoot production issues.
• Document procedures, runbooks, and patterns.

Skills

GitOps practices

CI/CD concepts

Linux/Unix scripting

Kubernetes networking

Gateway API

Experience with LlamaIndex/LangChain (

Tools

Flux CD

ArgoCD

Helm

HashiCorp Vault

Artifactory

GitHub Actions

Jenkins

PgBouncer/HAProxy

Job description

Astra-North Infoteck Inc. seeks a Platform Engineer to deploy and manage AI/ML infrastructure on Kubernetes. You will build reliable, scalable deployment pipelines using GitOps and manage LlamaIndex Cloud and KDB.AI workloads across Dev/QA/Prod environments.

Responsibilities include implementing Flux CD workflows, administering Kubernetes clusters, configuring Vault for secrets, and maintaining Helm charts and manifests. Strong scripting and CI/CD experience are required.