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ML Engineer

codium

codium

Software Engineering, Data Science
Tel Aviv-Yafo, Israel · Tel Aviv District, Israel
Posted on Tuesday, June 11, 2024
As an Algorithm Engineer at CodiumAI, you will design, develop, and implement algorithms and models that will enhance the product's capabilities, performance, reliability, and scalability. Together with our algo and engineering team members, you will work closely with our product team members to implement algorithms that can be used to drive our business forward as well as the frontier of software development AI technologies.

Is CodiumAI the right place for you? If you are-

(i) a team player Algo Engineer

(ii) with (at least) 3 years of experience in algorithm development,

(iii) with a recent focus on Large Language Models (LLMs) fine-tuning and prompting,

(iv) comfortable with end-to-end software development and working with a large range of tools

(v) loves building cutting-edge yet pragmatic solutions,

then the answer might be YES!

Responsibilities:

  • Design, develop, implement and test algorithms and AI-empowered solutions for various product features and applications.
  • Collaborate with cross-functional teams to understand business needs and translate them into algorithmic solutions.
  • Perform research on emerging trends, algorithms, and cutting-edge technologies, and identify ways to incorporate them into our products pragmatically.
  • Propose new and innovative solutions to complex problems and lead the development of algorithms in those areas.
  • Design, cleanse, and utilize benchmarks throughout the process of the algorithm development.

Requirements:

  • Bachelor's or Master's degree in Computer Science, Mathematics, or related field.
  • 3+ years of experience in algorithm development and optimization.
  • Proficiency in programming languages such as Python and experience with machine learning frameworks.
  • Experience in training LLMs, such as Llama, DeepSeek or similar.
  • Experience in designing benchmarks and evaluating LLM applications
  • Passion for exploring new technologies and techniques to enhance improve algorithm performance and product features
  • Strong communication, collaboration, and problem- solving skills.

We offer a flexible, collaborative work environment, and opportunities for growth while working with a talented and motivated team. If you're passionate about solving real-world problems for developers and looking to play a significant role in shaping products from an early stage we'd love to hear from you!