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Exa

Posted 9 months ago

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Research Engineer, Generalist

San FranciscoOn-siteFull-time

AI Summary

Generalist Research Engineer who works across crawling, parsing, ML performance, and retrieval algorithms to improve end-to-end search quality for customers.

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.

Generalist Research Engineers work across our search and retrieval stack: crawling, parsing, ML performance, retrieval algorithms. The team is centered around improving end quality of search endpoints for customers.


Desired Experience

  • High attention to detail; simultaneously understand customer needs and implementation details of the system

  • Great intellectual horsepower - generalists who are eager to go deep

  • You're excited to work across our search and retrieval stack: crawling, parsing, ML performance, retrieval algorithms and more

  • Comfortable working across different systems, and shipping fast

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


Example Projects

  • Design and ship a new parser that dramatically improves retrieval performance

  • Improve throughput and latency of ML models

  • Make our web crawler 3x faster

This is an in-person opportunity in San Francisco. We're happy to sponsor international candidates (e.g., STEM OPT, OPT, H1B, O1, E3). 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

C++Data PipelinesDistributed SystemsEmbeddingsEngineering In RustGPU AccelerationInformation RetrievalMachine Learning PerformanceModel OptimizationParsingPerformance OptimizationPythonRetrieval AlgorithmsRustScalabilitySearch Engine ArchitectureVector DatabasesWeb Crawling

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