Platform Engineer
- Toronto, ON, Canada
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Original job description
Role : Platform Engineer – AI/ML Infrastructure
Location : Toronto ,ON
Role Summary
We are seeking a Platform Engineer to deploy, manage, and secure AI/ML workloads on Kubernetes. The ideal candidate will have strong experience in GitOps, CI/CD, secrets management, and production infrastructure.
Key Responsibilities
- Deploy and manage LlamaIndex Cloud, KDB.AI, and AI/ML applications across Dev, QA, and Production environments.
- Manage Kubernetes clusters, Helm charts, and Kubernetes manifests.
- Implement GitOps deployments using Flux CD or Argo CD.
- Configure HashiCorp Vault, External Secrets, and OIDC authentication with Microsoft Entra ID.
- Maintain CI/CD pipelines using GitHub Actions and Artifactory.
- Monitor application performance, troubleshoot production issues, and maintain documentation.
Required Skills
- 3+ years of production Kubernetes experience.
- 2+ years of GitOps experience with Flux CD, Argo CD, or similar tools.
- Advanced Helm, HashiCorp Vault, CI/CD, and container registry experience.
- PostgreSQL, MongoDB, Redis, RabbitMQ, and database HA/failover configurations.
- Linux/Unix, Bash/PowerShell scripting, Kubernetes networking, Ingress, and Gateway API.
Nice to Have
- Experience with LlamaIndex, LangChain, KDB.AI, or vector databases.
- Temporal.io workflow orchestration.
- Python or Go automation.
More about this job
Responsibilities
Deploy and manage AI/ML applications and platforms across development, QA, and production environments, including Kubernetes clusters, Helm charts, and GitOps deployments. Configure secrets management and authentication, maintain CI/CD pipelines, monitor performance, troubleshoot production issues, and document systems.
Requirements
Requires at least three years of production Kubernetes experience and at least two years of GitOps experience with Flux CD, Argo CD, or similar tools. Candidates should have advanced experience with Helm, Vault, CI/CD, container registries, databases and high availability, Linux/Unix, scripting, and Kubernetes networking.
Skills
- Kubernetes
- GitOps
- Flux CD
- Argo CD
- Helm
- HashiCorp Vault
- CI/CD
- GitHub Actions
- Artifactory
- PostgreSQL
- MongoDB
- Redis
- RabbitMQ
- Linux/Unix
- Bash/PowerShell
- Kubernetes Networking
Visa sponsorship
Not detected in the job text
Categories
- Technology
- Software
- Engineering
Keywords
- Platform Engineering
- AI/ML Infrastructure
- Kubernetes
- LlamaIndex Cloud
- KDB.AI
- GitOps
- Flux CD
- Argo CD
- Helm
- HashiCorp Vault
- External Secrets
- OIDC
- Microsoft Entra ID
- CI/CD
- GitHub Actions
- Artifactory
- PostgreSQL
- MongoDB
- Redis
- RabbitMQ
- Database High Availability
- Failover
- Linux/Unix
- Bash
- PowerShell
- Kubernetes Networking
- Ingress
- Gateway API
- Temporal.io
- Python