MercorVerified Source
RemoteAI & Machine LearningQuality Assurance

Generalist Expert | $70/hr Remote

$70–$70/hr
Posted June 28, 2026
hourly
10368 openings

Overview

This role involves assessing AI-generated responses and offering detailed written evaluations to guide model improvement. You'll apply sharp analytical skills to identify subtle reasoning flaws and articulate clear, evidence-based feedback. It's a chance for strong critical thinkers to directly influence cutting-edge AI research projects.

What You'll Do5

  • 1Review AI-generated outputs for accuracy, coherence, and subtle reasoning gaps, then write structured evaluations.
  • 2Compose clear, well-supported written rationales that go beyond surface-level observations.
  • 3Apply detailed evaluation guidelines consistently and honestly, including giving critical assessments when needed.
  • 4Work independently to complete assignments while strictly following task instructions and quality standards.
  • 5Ensure all feedback is produced without the use of AI writing assistance tools.

Requirements5

  • 1A bachelor's degree from a globally top-ranked university is preferred, but strong analytical skills matter most.
  • 2Exceptional critical reading ability to detect nuance, implicit meaning, and logical inconsistencies.
  • 3Excellent written communication skills for producing precise, evidence-based rationales.
  • 4Native-level English fluency (C2 proficiency) is required.
  • 5Ability to work autonomously with strict attention to detail and honest, consistent judgment.

Who Should Apply

We're looking for sharp, detail-oriented professionals who enjoy deep analysis and providing constructive, honest feedback. If you have a knack for spotting subtle errors in reasoning and can articulate why something is right or wrong in a clear, structured way, this role will let you contribute to improving AI systems. The ideal candidate works well independently and takes pride in maintaining high standards without relying on AI tools.

Salary Insight

This is a remote, hourly role paying $70/hr.

Application Tip

To stand out, prepare a short (1-2 paragraph) critique of a recent AI-generated text sample — showing how you would evaluate its reasoning, clarity, and completeness. Attach it as a writing sample to demonstrate your analytical and communication style.

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