Site Reliability Engineer - AI Platform
Core
Ensure reliability, performance, and observability of an enterprise AI platform running on Kubernetes and Azure, extending traditional observability to cover AI solution behavior and model usage.
Role type
Senior Site Reliability Engineer (AI Platform)
Builds
Production AI workloads, CI/CD pipelines, and cloud infrastructure on Azure
Domain
Cloud Infrastructure, AI/ML Operations, Kubernetes
Deliverable
production ML models
Required skills
Kubernetes operations, Azure cloud services, observability tooling (Prometheus, Grafana, Dynatrace), SLI/SLO definition, CI/CD automation, Infrastructure as Code (Terraform), scripting (Python, Bash, Go), incident management
Preferred skills
Azure AI Foundry, GPU workload management, Helm, KEDA, service meshes, DevSecOps, CKA/Azure certifications
Technologies
Kubernetes, Azure, GitHub Actions, Terraform, Prometheus, Grafana, Dynatrace, OpenTelemetry
Responsibilities
Monitor platform health and define SLIs/SLOs; Build observability dashboards for AI workloads; Operate Kubernetes clusters and cloud services; Automate CI/CD pipelines; Automate infrastructure provisioning; Respond to and prevent incidents; Plan capacity and resilience
Seniority
Senior, hands-on IC
