
Platform Engineer - Kubernetes, GitOps, Flux CD & AI/ML Infrastructure
Astra-North Infoteck · Toronto, Ontario, Canada
Weak hiring record · median 82 days open
All reasons
- 61% of this employer's openings are over 60 days old
In its favour
- Still listed on the employer's own board
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.
Skills
- Kubernetes
- Flux
- LlamaIndex
- HashiCorp Vault
- GitHub Actions
- Artifactory
- OpenID Connect
- Microsoft Entra ID
- Helm
- Argo CD
- Jenkins
- PostgreSQL
- MongoDB
- Redis
- RabbitMQ
- HAProxy
- Linux
- Unix
- Shell
- Bash
- PowerShell
- LangChain
- Vector Databases
- Temporal
- Python
- Go
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