Platform Engineer: AI/ML Infra on Kubernetes

Tata Consultancy Services

Toronto

On-site

CAD 90,000 - 110,000

Full time

4 hours ago
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Job summary

Tata Consultancy Services Canada Inc. is seeking a Platform Engineer to deploy and manage AI/ML infrastructure on Kubernetes, including LlamaIndex Cloud and KDB.AI workloads.

You will build reliable CI/CD pipelines using GitOps and Helm, and secure deployments with Vault. You will work across Dev/QA/Prod environments, integrate with identity providers, and maintain Helm charts, Kubernetes manifests, and container registries.

Qualifications

  • Experience 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 and Jenkins.
  • Linux/Unix systems and shell scripting (Bash, PowerShell).
  • Kubernetes networking, Ingress, and Gateway API.

Responsibilities

  • Deploy and manage AI/ML infrastructure on Kubernetes (LlamaIndex Cloud, KDB.AI).
  • Build reliable, scalable deployment pipelines using GitOps practices.

Skills

Flux CD
ArgoCD
GitOps
Helm
HashiCorp Vault
Artifactory
GitHub Actions
Jenkins
Linux/Unix scripting
Kubernetes networking

Tools

LlamaIndex
LangChain
KDB.AI
Virtual Machines

Job description

Tata Consultancy Services Canada Inc. is seeking a Platform Engineer to deploy and manage AI/ML infrastructure on Kubernetes, including LlamaIndex Cloud and KDB.AI workloads.

You will build reliable CI/CD pipelines using GitOps and Helm, and secure deployments with Vault. You will work across Dev/QA/Prod environments, integrate with identity providers, and maintain Helm charts, Kubernetes manifests, and container registries.

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