Platform Engineer - Kubernetes, GitOps, Flux CD & AI/ML Infrastructure
Platform engineer deploying and managing AI/ML workloads (LlamaIndex Cloud, KDB.AI) on Kubernetes across Dev/QA/Prod, building GitOps deployment pipelines with Flux CD, Helm charts, and Vault secrets management, plus CI/CD with GitHub Actions and Artifactory.
- Compensation
- Not disclosed
- Location
- Toronto, Canada
- Work setup
- Not specified
- Seniority
- Not specified
- Employment
- Not specified
- Experience
- 2+ years
- Category
- Ml / AI
- Posted
Skills
Must have
- 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
- 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
Full description
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
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
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.