Full-Time

Software Engineer – New Grad

Posted on 12/3/2024

Codeium

Codeium

1-10 employees

Optimizes deep learning inference workloads

No salary listed

Entry

Mountain View, CA, USA

The team goes in 5 days a week into our office in downtown Mountain View, CA.

Category
Full-Stack Engineering
Software QA & Testing
Software Engineering
Requirements
  • Bachelors / Masters degree in computer science, mathematics or physics
  • Ideally prior internships, attendance at a top university, or participation in programming contests
  • A self-starter with a hunger to dream up, plan, and execute tasks independently
Responsibilities
  • Develop a code generation and editing system capable of solving many everyday developer tasks
  • Explore the next big interface after autocomplete and chat for interacting with AI
  • Maintain reliability and scalability of the service across a wide range of IDEs, platforms, hardware, and programming languages
Desired Qualifications
  • Prior internships
  • Attendance at a top university
  • Participation in programming contests

Codeium focuses on enhancing the efficiency of deep learning applications by optimizing how they run on computing resources. The company improves the performance of deep learning workloads by addressing issues related to CPU, I/O, and network performance that can slow down GPU hardware. By moving GPU code to remote resources that are more cost-effective, such as spot instances, Codeium allows the main processing logic to stay on cheaper CPU instances. This means that businesses can develop their deep learning applications without worrying about managing complex computing clusters or fine-tuning their performance. Codeium aims to serve companies in the AI and deep learning sectors, providing solutions that help them use their computing resources more effectively and at a lower cost. Unlike many competitors, Codeium's approach simplifies the optimization process, making it easier for clients to focus on their applications rather than the underlying infrastructure.

Company Size

1-10

Company Stage

Series C

Total Funding

$243M

Headquarters

San Jose, California

Founded

2021

Simplify Jobs

Simplify's Take

What believers are saying

  • AI model compression techniques complement Exafunction's services, reducing GPU computational load.
  • Federated learning benefits from Exafunction's remote resource optimization for distributed inference tasks.
  • The rise of spot instances aligns with Exafunction's strategy for cost-effective GPU workload relocation.

What critics are saying

  • Emerging startups offering similar solutions could erode Exafunction's market share.
  • Rapid AI model evolution may outpace Exafunction's current optimization capabilities.
  • Dependency on cloud providers for GPU resources poses risks if pricing or availability changes.

What makes Codeium unique

  • Exafunction optimizes deep learning inference, enhancing GPU utilization and reducing costs.
  • The company relocates GPU code to remote resources, improving computational efficiency.
  • Exafunction's team includes leaders from top deep learning companies, ensuring cutting-edge solutions.

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Benefits

Professional Development Budget

Company News

Business Wire
Mar 17th, 2025
Codeium Extensions Achieve FedRAMP High Certification, Bringing AI-Powered Coding to Federal Agencies

Codeium partnered with Palantir's FedStart program - a SaaS offering that helps accelerate the federal go-to-market process by enabling companies to run their products within Palantir's secure and accredited environment - to expedite their FedRAMP authorization.

VentureBeat
Feb 25th, 2025
Google Makes Gemini Code Assist Free With 180,000 Code Completions Per Month As Ai-Powered Dev Race Heats Up

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More. Google DeepMind has released a free version of its AI-powered coding assistant, Gemini Code Assist, expanding access to advanced coding tools for developers worldwide. This launch follows the October 2024 debut of Gemini Code Assist Enterprise ($45 per month per user or $19 per month with an annual subscription) and arrives just a day after Anthropic introduced Claude Code, highlighting the growing competition among AI-powered developer tools.Gemini Code Assist is powered by the Gemini 2.0 model, fine-tuned to handle real-world coding scenarios and supporting all programming languages in the public domain. Users can generate up to 180,000 code completions per month — significantly more than other free coding assistants, including popular tool Cursor AI which offers only 2,000 code completions per month on its free tier — while leveraging a 128,000-token context window for working with larger codebases. The assistant integrates with Visual Studio Code, JetBrains IDEs, Firebase, Android Studio and GitHub.In GitHub, Gemini Code Assist reviews code in both public and private repositories, detecting bugs, suggesting stylistic improvements and summarizing pull requests.In the official company blog post from Google, Ryan J

Bnext
Feb 24th, 2025
Codeium valued at $2.85B in funding.

AI programming startup Codeium is raising a new funding round at a valuation of $2.85 billion (approximately NT$93.3 billion), more than doubling its valuation from a year ago. Founded in 2021 by Varun Mohan and Douglas Chen, Codeium offers an AI tool for programming that supports over 70 languages and integrates with more than 40 IDEs. It targets enterprise clients with features like self-hosting for data security. Codeium's strategy includes offering free services to drive adoption while optimizing GPU usage to manage costs.

Webrazzi
Feb 3rd, 2025
Artı Ve Eksileriyle Yapay Zeka Destekli Kod Editörleri: Windsurf Ve Cursor

Geliştiriciler için kodlama sürecini kolaylaştırıp hızlandıran yapay zeka destekli kod editörleri, gün geçtikçe popülerlik kazanıyor. Bu alanda dikkat çeken iki ürün olan Windsurf ve Cursor, farklı özellikleri ve yaklaşımlarıyla öne çıkıyor. Her iki aracın da kendine özgü avantajları ve dezavantajları bulunuyor. Gelin, Windsurf ve Cursor arasındaki farkları detaylı bir şekilde inceleyelim.Windsurf: Kullanım Kolaylığı ve PerformansWindsurf, sadelik ve kullanıcı dostu bir arayüz ile geliştiricilere hitap ediyor. Yeni başlayanlar için ideal bir seçenek olan bu editör, kodlama deneyimini kolaylaştırmak için çeşitli özellikler sunuyor. Cascade adı verilen mod, Windsurf’ün dikkat çeken özelliklerinden biri

Neowin
Jan 20th, 2025
Windsurf Wave 2 now memorizes your preferred coding styles for its suggestion

At the end of last week, Codeium released Wave 2 of its Windsurf IDE.

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