Tasks:
- * Analyze infrastructure bottlenecks and failures
- * Build automated operations and metrics dashboards
- * Build containerized task execution platforms
- * Build task management and monitoring tools
- * Design sandbox execution environments for RL training
- * Develop failure recovery and log collection
- * Develop log search and environment debugging capabilities
- * Enforce system call, network, and resource limits
- * Implement environment reuse and state isolation
- * Implement sandbox security and permission controls
- * Integrate training requirements into execution platforms
- * Optimize task throughput and resource utilization
- * Scale task distribution and resource scheduling
Perks/Benefits:
Skills/Tech stack required:
[AppArmor] [Argo Workflows] [Cgroups] [Containerd] [Distributed Systems] [Docker] [Failure recovery] [Firecracker] [Go] [Grafana] [GVisor] [JavaScript] [Kata Containers] [Kubernetes] [Linux] [Linux Namespaces] [Log Management] [Monitoring and Alerting] [OpenTelemetry] [Prometheus] [Python] [Queue systems] [Ray] [Rust] [SecComp] [SELinux] [Service Discovery] [Shell] [Slurm] [Task Scheduling] [TypeScript]
Educational requirements:
N/A
Role(s):
[AI Infrastructure Engineer] [Containerization Engineer] [Engineer] [Infrastructure Engineer] [Sandbox Engineer]