| Years | Required/Preferred | Experience |
| 8 | Required | experience in systems engineering, DevOps, or site reliability engineering roles |
| 8 | Required | Strong experience with Linux/Unix systems and system internals |
| 8 | Required | Proficiency in one or more programming/scripting languages (Python, Go, Java, Bash) |
| 8 | Required | Experience designing and operating highly available, distributed systems |
| 8 | Required | Strong knowledge of cloud platforms (AWS, or Google Cloud Platform) and cloud-native services |
| 8 | Required | Experience with containerization and orchestration (Docker, Kubernetes) |
| 8 | Required | Strong understanding of monitoring, alerting, and logging concepts |
| 8 | Required | Experience defining and managing SLIs, SLOs, and error budgets |
| 8 | Required | Familiarity with incident management, root cause analysis (RCA), and postmortems |
| 8 | Required | Experience integrating security and compliance into operational workflows |
| 4 | Preferred | Familiarity with observability tools (Prometheus, Grafana, Application Insights, Datadog, Splunk) |
| 4 | Preferred | Experience operating 24x7 production environments with on-call rotations |
| 4 | Preferred | Experience with chaos engineering and resiliency testing |
| 4 | Preferred | Experience with feature flags, canary deployments, and progressive delivery |
| 4 | Preferred | Strong documentation skills for runbooks, dashboards, and operational standards |
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