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Platform Engineer - Kubernetes and AI/ML Infrastructure

Astra North Infoteck Inc — Canada · Posted ~19 hours ago

Full-time

Skills

Kubernetes GitOps Flux CD AI/ML infrastructure CI/CD GitHub Actions HashiCorp Vault secrets management OIDC Microsoft Entra ID Helm troubleshooting monitoring Artifactory ExternalSecrets

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Summary ✨ AI‑Generated

Build and operate secure, scalable AI/ML infrastructure on Kubernetes across development, testing, and production environments. The role emphasizes GitOps, automated deployment pipelines, secrets management, identity integration, Helm, CI/CD, monitoring, and troubleshooting.

Highlights

Modern platform engineering role focused on AI/ML infrastructure, Kubernetes, GitOps, automated deployments, secrets management, identity integration, and multi-environment operations.

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.