Platform Engineer: AI/ML Infra on Kubernetes

Tata Consultancy Services; Toronto; On-site; CAD 90,000 - 110,000; Full time

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.