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Skill Stand In
AI Training & Evaluation

AI Data Trainer / AI Evaluator

Evaluate AI-generated responses, score outputs against expert standards, and give structured feedback that improves model accuracy.

  • AI Training
  • Remote
  • Hourly / Part-time

About the Role

Skill Stand In partners with leading AI organizations to improve the quality and reliability of artificial intelligence systems.

We are looking for experts who can evaluate AI-generated responses, score outputs against professional standards, and provide structured feedback that helps AI models become more accurate and useful.

What You’ll Do

  • Review AI-generated responses for accuracy, relevance, completeness, and quality in your field.
  • Compare outputs against expert-level expectations and flag errors, missing context, and weak reasoning.
  • Score tasks, files, and scoresheets using project rubrics, then explain discrepancies.
  • Provide structured feedback that improves clarity, depth, and usefulness of model outputs.
  • Identify inconsistencies across related examples and recommend how evaluation criteria should change.
  • Work independently and asynchronously to deliver high-quality evaluations.

What We’re Looking For

  • Strong expertise in your professional domain.
  • Excellent analytical and written communication skills.
  • Ability to evaluate complex information critically and explain why an answer is right or wrong.
  • Experience with research, technical writing, education, or quality review preferred.
  • AI experience is helpful but not required.

Domain expertise matters more than prior AI tooling experience.

Helpful Backgrounds

Experience in any of these areas is useful but not required.

  • Research
  • Technical Writing
  • Education
  • Quality Review
  • Domain Expertise
  • Evaluation
Apply as AI Data Trainer

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