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Verified medical professionals reviewing, grading, and red-teaming AI's medical work. Flexible, remote, and paid at rates that respect clinical expertise.

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Work on Healthcare Reviewer is AI training and evaluation performed by credentialed professionals. It is not clinical care, and nothing on this site is medical advice. Reviewers work with de-identified data in privacy-first workflows.

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All opportunities
Data reviewPathologyRemoteLimited seats

Pathology Report Terminology QA

Verify AI handling of pathology terminology, synoptic reporting elements, and grading/staging language in de-identified reports.

What you'll do

  • Check AI-extracted synoptic elements against source reports (margins, grade, lymphovascular invasion)
  • Flag terminology drift (atypia vs. dysplasia vs. carcinoma in situ conflations)
  • Grade AI summaries of complex reports written for non-pathologist clinicians
  • Maintain a terminology-error taxonomy with examples

Requirements

Minimum credential: Resident, fellow, or attending

  • Pathology resident (PGY-2+) or attending; PA (ASCP) with sign-out support experience considered
  • Active US license/certification
  • Familiarity with CAP synoptic reporting conventions
  • 4–8 hrs/week, ongoing

From application to first case

01

Apply with your credentials

02

Verify & complete the qualification exercise

03

Review cases and get paid weekly

Pay range
$105–$155/hr
Weekly commitment
4–8 hrs/week
Duration
Ongoing
Seats
8 reviewers
Location
Remote (US)
Apply for this opportunity

Posted June 30, 2026 · Applying requires a verified reviewer account

Rates within the range are set by credential tier and experience.

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One application covers every opportunity

Verify once, then apply to any project matched to your specialty and credential tier.

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