Senior Software Engineer - ML Ops
London, Ontario, Canada
CAD 140K-171K (estimate) Senior-level Full Time
Tasks
- Apply security compliance and RBAC hardening
- Build CI CD pipelines with GitOps
- Conduct vulnerability assessment and remediation
- Design LLM platform architecture
- Design cloud infrastructure compute storage networking IAM
- Ensure SLOs and reliability for LLM workloads
- Implement Kubernetes autoscaling for GPU workloads
- Implement observability dashboards and alerting
- Manage GPU resource scheduling and operations
- Operate multi user interactive compute environments
- Orchestrate ML workflows pipelines
Perks/Benefits
Skills/Tech-stack
ArgoCD | Autoscaling | CI/CD | Cluster Autoscaler | Cluster management | EKS | ELK | Flyte | GPU Cluster | GPU Cluster Management | GPU scheduling | GitOps | Go | Grafana | HPA | Helm | IAM | JupyterHub | KEDA | Kubernetes | LGTM | Loki | Mimir | OpenTelemetry | Prometheus | Python | RBAC | Secrets management | Tempo | Terraform | VPA | VPC | Vulnerability scanning
Education
N/A
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