Job Description Platform Engineer - Kubernetes, Git

Ops, Flux CD & AI/ML Infrastructure Roles and Responsibilities We''re seeking a skilled Platform Engineer to deploy and manage AI/ML infrastructure, e.g.

Llama

Index Cloud and KDB.AI applications on Kubernetes Platform.

You''ll be responsible for building reliable, scalable, and secure deployment pipelines using up-to-date Git

Ops practices.

Deploy and manage Llama

Index Cloud and KDB.AI applications and similar products supporting AI workloads across Dev/QA/Prod environments.

Implement Git

Ops workflows using Flux CD for automated deployments.

Administer Kubernetes clusters across multiple environments.

Configure Hashi

Corp Vault for secrets management and External

Secrets integration.

Maintain CI/CD pipelines with Git

Hub 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 Git

Ops tools.

Advanced Helm chart development and management.

Hashi

Corp Vault for secrets management.

Artifactory or similar container registries. CI/CD with Git

Hub Actions, Jenkins, or similar.

Infrastructure & Database PostgreSQL, MongoDB, Redis, RabbitMQ administration.

Database HA/failover configurations (PgBouncer, HAProxy).

Linux/Unix systems and shell scripting (Bash, Power

Shell).

Kubernetes networking, Ingress, and Gateway API.

Nice to Have Experience with Llama

Index, Lang

Chain, or AI/ML platforms.

Vector databases or KDB.AI knowledge.

Temporal.io workflow orchestration.

Python/Go for automation.

Requirements Java

📌 Platform Engineer - Kubernetes, GitOps, Flux CD & AI/ML Infrastructure (Toronto)
🏢 Astra North Infoteck
📍 Toronto