Software Engineer, Backend

Posted 2 Days Ago
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Singapore, SGP
In-Office
Mid level
Artificial Intelligence • Software
Building embeddings-based search infrastructure
The Role
Build and optimize backend systems for a massive-scale search stack: web crawling, embedding model training, high-throughput data pipelines, and a custom vector database to serve low-latency, large-scale search.
Summary Generated by Built In

Exa is an applied AI lab building a search engine unlike the world has ever seen. We build massive-scale infra to crawl the entire web, train state-of-the-art embedding models to process it, and design super high performant vector databases to retrieve over it. We now power search for Cursor, Cognition, HubSpot, and over 400,000 developers and have raised $350m from Lightspeed, Benchmark, and a16z.

 

Our ultimate goal is to build perfect search over all the world's information, far beyond Google. If you want to build massive-scale ML systems that will define the way the new AI world consumes information, this is the place for you.

 

As a backend engineer, you'd play a critical role in our search architecture. We're pretty flexible on what projects people work on based on their skills and interests.

Desired Experience
  • You have experience writing and maintaining high throughput, low latency systems

  • You can build data processing pipelines that deal with millions of documents per day

  • You’re comfortable optimizing a system to an exceptional degree

  • You care about the problem of finding high quality information and recognize how important this is for the world

  • Plus: Experience in some high performance language (C++, Rust, etc.)

Example Projects
  • Recreate Google-level keyword search over 10 billion pages in 1 month

  • Build a state-of-the-art crawling system that works optimally for any website

  • Build a custom vector database that runs over a billion vectors in under 100ms

Logistics
  • Location: This is an in-person opportunity in Singapore.

  • Visas: We’re happy to sponsor international candidates! While we cannot guarantee your visa, we have historically been successful in sponsoring candidates from all over the world. If you receive an offer, our team will work hard to get you a visa.

  • Benefits: We offer premium healthcare benefits (medical, dental, vision), fertility benefits, 16 weeks of fully paid parental leave for all new parents, and a monthly wellness stipend to all of our employees.

Skills Required

  • Experience writing and maintaining high-throughput, low-latency systems
  • Experience building data processing pipelines handling millions of documents per day
  • Strong system optimization skills
  • Commitment to delivering high-quality information retrieval
  • Experience in a high-performance language (C++, Rust, etc.)
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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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