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Agentic & RL Envs

SWE-Bench Task Auditor

Mercor logoMercor$70–$90/hrRemote in United StatesContractPosted 2mo ago

The middle of its range, $80/hr, is above the $55/hr median of the Agentic Tasks & RL Environments roles open now, whose typical pay runs $50–$120/hr. How that pay moves week by week is in our research on Agentic Tasks & RL Environments work.

Half of all Agentic Tasks & RL Environments roles come down within 9.3 days of being listed, and 33.6% are still up after four weeks. This one was posted 77 days ago.

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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

Where you can work

This role is 100% remote, for applicants located in United States.

From Mercor's job posting, checked 14 Nov 2026.

About Mercor

Premium expert network: physicians, lawyers, engineers, PhDs.

How it pays: Weekly via Stripe (1099 contractors).

When it pays: Every Wednesday, for the week before. How often others pay

Interview: yes, for everyone it takes (AI Video Interview (plus role-specific assessments)). How the Mercor AI interview works

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