Software Engineer, Infrastructure

Reposted 20 Hours Ago
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Singapore, SGP
In-Office
Mid level
Artificial Intelligence • Software
Building embeddings-based search infrastructure
The Role
The role involves building large-scale infrastructure for a search engine, focusing on GPU clusters, Kubernetes orchestration, and optimizing performance across systems.
Summary Generated by Built In

We raised a $250M Series C to build the search engine for AIs. Led by a16z, with existing investors Benchmark, Lightspeed, and YC doubling down, the round brings Exa's valuation to $2.2 billion. Read more

Exa is building a search engine from scratch to serve every AI agent. We build massive-scale infrastructure to crawl the web, train state-of-the-art embedding models to process it, and design super high performant vector databases in rust to search over it. If you like compute, we also own a $5M H200 GPU cluster (and soon 5x'ing that) and regularly spin up batchjobs with 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.

Who You Are

  • 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.

What You'll Do

  • 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 Required

  • Experience designing and operating large-scale infrastructure
  • Experience with GPU clusters or Kubernetes clusters
  • Experience with cloud batchjob systems
Am I A Good Fit?
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The Company
San Francisco, , California
86 Employees
Year Founded: 2021

What We Do

Exa was built with a simple goal — to organize all knowledge. After several years of heads-down research, we developed novel representation learning techniques and crawling infrastructure so that LLMs can intelligently find relevant information.

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