Software Engineer ( Java -LLM Evaluation &Repository validation)

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Posted:5 days ago| Platform: Linkedin logo

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On-site

Job Type

Full Time

Job Description

We are looking for experienced software engineers (tech lead level) who are familiar with high-quality publicGitHub repositories and can contribute to this project. You should have experience working with well-maintained, widely-used repos with 5000+ stars. This role involves hands-on software engineering work,including development environment automation, issue triaging, and evaluating test coverage and quality.

About The Project

We are building LLM evaluation and training datasets to train LLM to work on realistic software engineering problems. One of our approaches, in this project, is to build verifiable SWE tasks based on public repository histories in a synthetic approach with human-in-the-loop; while expanding the dataset coverage to different types of tasks in terms of programming language, difficulty level, and etc.

Responsibilities

  • Analyze and triage GitHub issues across trending open-source libraries.
  • Set up and configure code repositories, including Dockerization and environment setup.
Packaging a Java application and its dependencies into a self-contained, portable unit (docker
container).
  • Evaluating unit test coverage and quality.
  • Modify and run codebases locally to assess LLM performance in bug-fixing scenarios.
  • Collaborate with researchers to design and identify repositories and issues that are challenging for
LLMs.
  • Opportunities to lead a team of junior engineers to collaborate on projects.

Required Skills

  • Strong experience with Java.
  • Proficiency with Git, Docker, and basic software pipeline setup.
  • Ability to understand and navigate complex codebases.
  • Comfortable running, modifying, and testing real-world projects locally.
  • Experience contributing to or evaluating open-source projects is a plus

Nice To Have

  • Previous participation in LLM research or evaluation projects.
  • Experience building or testing developer tools or automation agents.
Skills: open-source project contribution,unit test evaluation,docker,git,github,java,software pipeline setup,codebase navigation

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