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SWE-Bench Task Auditor

Mercor

$70–90/hr United States Full-time Up to 40 h/week Mid level

Auditors check repository-level software engineering benchmark tasks, reference patches and test runners for correctness and answer leakage. It suits maintainers or long-time open-source contributors with several years of engineering who can spot reward hacking.

About the role

Evaluate the quality, correctness, and reproducibility of software-engineering benchmark tasks used to train and evaluate a frontier AI lab's models. You'll assess repository-level tasks, reference patches, test harnesses, and grading integrity — and provide clear, rubric-based written feedback.

Basic Qualifications

  • 3+ years professional software engineering
  • Real open-source contribution or maintainer experience (merged PRs, committer / maintainer roles)
  • Strong ability to audit reference patches, test runners, and Docker isolation, and to detect answer leakage / reward hacking
  • Fluency across common ecosystems (Python and at least one of Java / Go / TypeScript / C++)

Preferred Qualifications

  • Familiarity with SWE-Bench (Verified) or similar repository benchmarks
  • Maintainer history on major Python OSS (Django, Flask, scikit-learn, sympy, pytest, etc.)
  • Prior code-review or task-grading experience

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