OneForma · STEM & research
Physician Clinical Reasoning Reviewer – EHR Cases
Listed on OneForma as “Physician Clinical Reasoning Reviewer - EHR Cases”
How this rate compares
This listing
$130–$150 per hour
Typical in STEM & research
$70–$114 per hour
Above the typical range
Typical: the middle of the lowest and highest rates posted by 66 listings in this category on Seoulstart, in US dollars.
What this actually is
You design problems that stump current AI models, evaluate AI reasoning against the correct answer, write rubrics, and provide expert feedback. Often the highest-paid category because the expertise pool is small. The platform title (Physician Clinical Reasoning Reviewer - EHR Cases) reflects the rate band and the expertise required, not the day-to-day work.
How OneForma picks people
- Find a matched project in your dashboard and pass its eligibility check.
- Pass the skill tests or certifications the project needs.
- Verify your ID if the project asks for it. It takes about 3 minutes.
- Sign the agreements in your legal name, then wait for approval.
Before you start
- Do not use a VPN or proxy. Unusual network activity can lock your account.
- If you fail a test with no attempts left, you can ask Help and Support for another one. It is not guaranteed.
Not every applicant gets an offer. Prepare well for the interview.
Source: OneForma's help pages. www.oneforma.com
Can you do this on your visa?
F-2 / F-4 / F-5 / F-6: open. E-1 to E-7: needs concurrent-employment permit. D-2 / D-4 students: S-3 permit, 20 hr/week cap. D-10 / D-8: case by case.
Korean tax on USD income
First 5 years in Korea: foreign-source income only taxed if remitted into Korea. After year 5: worldwide income. Full tax guide.
Original posting from OneForma
Work location: Remote from: United States
Pay: $130 to $150 per hour, as OneForma's project page states it.
Use your medical expertise to review clinical reasoning tasks based on de-identified longitudinal health records. This remote project is open to qualified professionals residing in the United States.
Description
We are looking for physicians with strong clinical reasoning skills to support a specialized AI-related project involving the review of clinical tasks created from sample, de-identified longitudinal electronic health record (EHR) data.
As a reviewer, you will carefully examine clinical vignettes and their supporting records to assess medical accuracy, completeness, and quality of clinical reasoning. This is not a rapid labeling task: the project requires thoughtful review, attention to detail, and clear clinical justification for your assessments.
All work is completed remotely through OneForma’s secure annotation platform. No connection to an external EHR system is required.
What you’ll do
For each assigned case, you may be asked to:
• Review a clinical vignette against the supporting de-identified EHR record.
• Identify inaccurate, unsupported, or missing clinical information.
• Assess whether the proposed answer is medically correct, sufficiently specific, and suitable for evaluation.
• Determine whether an alternative answer represents a reasonable but incorrect clinical choice.
• Review the clinical reasoning for logical gaps, contradictions, or unsupported conclusions.
• Document your findings, level of confidence, and clear clinical justification.
• Flag cases that may require review by another specialty or senior adjudication.
• Participate in an initial calibration process before completing reviews independently.
Who we’re looking for
This project is intended for physicians and medical domain experts who can demonstrate strong clinical judgment and carefully evaluate complex medical information.
To participate, you must:
• Have physician-level medical expertise.
• Be comfortable reviewing longitudinal clinical records and clinical reasoning.
• Be able to provide clear, evidence-based justification for your assessments.
• Have strong attention to detail and be comfortable working independently.
• Be proficient in English (United States).
• Currently reside in the United States.
At a glance
Domain: Healthcare / Medical
Project Type: LLM / Annotation
Location: Remote - United States only
Language: English (United States)
Pay: $150 USD per hour
Work format: Remote, task-based clinical review through OneForma’s secure annotation platform
Project period: Through October 2, 2026*
*Project dates and task availability may be subject to change based on project needs.
Ready to apply?
If you have the medical expertise and clinical reasoning skills we’re looking for, apply through OneForma to be considered for this project.
Quoted from OneForma's public listing on 2026-11-13. We don't edit platform copy; honest framing is in the title and the “what this actually is” block above.
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About OneForma
OneForma is the contributor marketplace for Centific (formerly Pactera EDGE). Hires for domain-specific projects: cultural annotation, healthcare data, video data collection, photo ML evaluation. Mostly task-based pay rather than hourly.
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The weakest reputation signals in our directory: real paid project work exists, but account-deactivation and support complaints recur across review sites. What to check before you put hours in.
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