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Exa

Posted 3 months ago

Open

Software Engineer, Infrastructure

SingaporeOn-siteFull-time

AI Summary

Infra engineer focused on designing and operating large-scale infrastructure (GPU clusters, Kubernetes, and batch systems) to power Exa's AI-scale search engine.

About this role

Exa is building a search engine from scratch to serve every AI application. We build massive-scale infrastructure to crawl the web, train state-of-the-art embedding models to index it, and develop super high performant vector databases in Rust to search over it. We also own a $5M H200 GPU cluster that regularly lights up tens of thousands of machines.

Our Infrastructure Team builds the underlying tooling and infrastructure that powers all Exa's systems. Basically, we need more infra engineers to build the machine that builds the machine so that we can move as fast as possible as an engineering org. That could mean building GPU cluster orchestration in Kubernetes, map-reduce batchjobs on Ray, or the best observability tooling in the world.


Desired Experience

  • You have experience designing and operating large-scale infrastructure - GPU clusters or large Kubernetes clusters or cloud batchjob systems

  • You bring an obsessive mindset — always thinking about reliability, observability, and optimization across the entire stack.

Example Projects

  • Build the Kubernetes orchestration on a $20M GPU cluster

  • Scale our AWS batchjob system to handle map reduce jobs over 10s of thousands of machines

  • Design GPU scheduling software so we max out our cluster utilization

  • Build observability into our production systems

This is an in-person opportunity in Singapore. We’re happy to sponsor international candidates. In addition to premium healthcare benefits (medical, dental, vision), we also offer fertility benefits and a monthly wellness stipend to all of our employees.

Skills

CI/CD For InfraCloud Platforms (AWS, GCP, Or Similar)Clusters OrchestrationData Center ToolingDistributed SystemsGPU Cluster OrchestrationGPU Scheduling SoftwareHigh Scale InfrastructureInfrastructure As Code (Terraform, Pulumi)Infrastructure AutomationKubernetesLinux System AdministrationMonitoring/TelemetryObservability ToolingPerformance TuningRay Or Cloud Batch Processing

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