Internship

Software Engineering Intern

Fall 2024

Posted on 7/23/2024

Codeium

Codeium

1-10 employees

Optimizes deep learning inference workloads

Enterprise Software
AI & Machine Learning

Mountain View, CA, USA

Requires in-office presence 5 days a week in Mountain View, CA.

Category
Full-Stack Engineering
Software QA & Testing
Software Engineering
Requirements
  • Strong proficiency with at least one of the coding languages.
  • Ability to learn and become an expert quickly.
  • A team player.
  • A self-starter. Hunger to dream up, plan, and execute tasks independently.
  • Ability to work across the stack (frontend, backend, IDE extensions, ML, infra, data).
  • Previous experience working with AI/ML, distributed systems, HPC, and systems/infrastructure is a plus.
  • Familiarity with AI-powered developer tools like Codeium, Copilot, ChatGPT, and others is a strong plus.
Responsibilities
  • Develop a code generation and editing system capable of solving many everyday developer tasks.
  • Maintain reliability and scalability of our service across a wide range of IDEs, platforms, hardware, and programming languages.

Codeium provides a service that optimizes deep learning inference workloads for businesses using AI applications. The service enhances the performance of these applications by addressing common bottlenecks in CPU, I/O, and network, which can hinder the effective use of GPU hardware. Codeium achieves this by relocating GPU code to remote resources that are highly utilized, while keeping the core logic on more affordable CPU instances. This approach can lead to significant improvements in resource utilization and cost savings, sometimes up to tenfold. Clients can register their deep learning models with Codeium, which then optimizes their performance, making it a trusted solution for demanding applications like large-scale autonomous vehicle simulation. The goal of Codeium is to improve the efficiency and cost-effectiveness of deep learning applications for its clients.

Company Stage

Series C

Total Funding

$236.4M

Headquarters

San Jose, California

Founded

2021

Simplify Jobs

Simplify's Take

What believers are saying

  • Increased demand for GPU optimization due to global chip shortages.
  • Growing interest in remote GPU resource utilization aligns with Exafunction's offerings.
  • Rising investment in AI startups indicates strong market interest in optimization technologies.

What critics are saying

  • Competition from established players like GitHub Copilot could impact market share.
  • Global chip shortage may affect access to necessary hardware resources.
  • High investor expectations may pressure the company to deliver quick results.

What makes Codeium unique

  • Exafunction optimizes deep learning inference workloads for better resource utilization.
  • The company moves GPU code to remote resources, enhancing cost-effectiveness.
  • Exafunction's service is proven in demanding applications like autonomous vehicle simulation.

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