Full-Time
ML Research Engineer
Updated on 12/11/2024
Exa Labs
11-50 employees
AI-driven search engine for real-time data
Compensation Overview
$130k - $300kAnnually
Junior, Mid, Senior
H1B Sponsorship Available
San Francisco, CA, USA
This is an in-person opportunity in San Francisco.
- graduate-level ML experience (or are an exceptionally strong undergrad)
- can code up a transformer from scratch in pytorch
- comfortable creating large-scale datasets
- care about the problem of finding high quality knowledge
- train embedding models for perfect search over the web
- dreaming up novel transformer-based search architectures
- creating datasets
- creating evals
- beating our internal SOTA
- train a 70B parameter version of our current model
- build an RLAIF pipeline for search
- dream up a novel architecture for search in the shower, then code it up and beat our best model's top score
Exa Labs develops an AI-driven search engine that provides precise, real-time data for businesses and developers. Their main product is an API that enables users to easily retrieve high-quality data from the web with minimal coding. This service is designed to improve upon traditional search engines, which often rely on keyword matching and can yield less accurate results. Exa Labs operates on a subscription model, offering new users 1000 free searches per month, with additional searches available through paid plans. The company aims to be the go-to data source for AI applications, and with recent funding of $17 million, they plan to expand their search capabilities and strengthen their market position.
Company Stage
Series A
Total Funding
$26.3M
Headquarters
San Francisco, California
Founded
N/A
Simplify's Take
What believers are saying
- Exa.ai raised $17M to scale their search product and strengthen market position.
- Growing demand for AI-driven search engines supports Exa.ai's business model.
- Integration by AI writing assistants and research teams indicates potential market expansion.
What critics are saying
- Competition from tech giants like Google and Microsoft in AI-driven search technologies.
- Reliance on embedding models may face challenges from superior alternative AI models.
- Subscription model may struggle if competitors offer more attractive pricing or features.
What makes Exa Labs unique
- Exa.ai specializes in AI-driven search engines for precise, real-time data retrieval.
- Their API allows easy integration for businesses and developers needing high-quality data.
- Exa.ai's search engine uses embedding models to enhance search precision for AI applications.
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