Multilingual Primary Care Physician (MD) — Clinical Documentation & AI Evaluation
Mercor • Remote, China, France, Germany, Hungary, Indonesia, Italy, Japan, Philippines, South Korea
Education
Not stated
Type
Hourly
Pay Rate
$170–$190/hr
Listed
31d ago
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Apply Now → ⚡ Boost your chances - Optimize your resume with Rezi.aiAbout this role
From the Mercor listing
About the Role
Mercor is hiring practicing Primary Care Physicians (MD) on behalf of a healthcare AI partner building advanced clinical documentation and decision-support tools. In this role you will apply your day-to-day outpatient expertise to review, annotate, and evaluate clinical documentation, directly shaping the accuracy, safety, and clinical usefulness of medical AI systems.
This role is designed for clinicians who are currently practicing primary care, family medicine, or general internal medicine and who write outpatient clinical notes as part of their regular work.
This is a multilingual cohort. In addition to English, you must be able to speak, listen, and write in at least one other language at an advanced (C1) level or above.
Key Responsibilities
Clinical Documentation Review
Review outpatient clinical notes, encounter summaries, and EHR documentation for accuracy, completeness, and clinical soundness
Evaluate AI-generated notes and summaries against what a practicing PCP would actually document
Annotation & Structured Feedback
Annotate outpatient encounter data against detailed guidelines
Flag omissions, hallucinations, clinical inaccuracies, and documentation gaps in AI-generated output
Provide structured, written feedback that engineering and product teams can act on
Knowledge Contribution
Contribute expert input on annotation guidelines, documentation standards, and edge-case definitions
Raise clarifying questions where guidance is ambiguous and help refine the guidelines
Required Qualifications
MD, with 2+ years post-residency, currently practicing primary care / family medicine / general internal medicine
US-based
Direct experience writing clinical notes in an outpatient setting
In addition to English, advanced (C1 or above) proficiency — speaking, listening, and writing — in at least one of the following languages:
Spanish · Chinese (Mandarin) · Chinese (Cantonese) · Tagalog · Russian · Haitian Creole
Korean · Arabic · Portuguese · Polish · Japanese
Turkish · Italian · Ukrainian · Romanian · Finnish · French · Danish · Catalan · Hungarian · Czech · German · Bulgarian · Indonesian · Dutch
Minimum availability of 10 hours/week
Preferred Qualifications
5+ years of experience post-residency
Familiarity with Epic
Experience with clinical documentation quality review, note auditing, or CDI exposure
Prior AI/ML annotation or model evaluation work experience, with strong performance reviews
Experience documenting patient care in a language other than English
Work Arrangement
Remote, part-time — minimum 10 hours/week
Flexible scheduling, designed around an active clinical practice
Requirements
- Must be eligible to work in one of: Remote, China, France, etc.
- Fluent proficiency in English (Written & Verbal)
- Reliable high-speed internet connection
- Bachelor's degree or equivalent professional experience
- Demonstrated expertise in Healthcare
- Valid professional license or certification in the relevant clinical/health field (MD, DO, RN, RD, NBHWC, etc.)
- Current knowledge of medical standards and practices
How long hiring takes
Across the AI training platforms we refer candidates to, the median gap between referral and hire is about 30 days. It varies by platform and role, so treat it as a rough guide for this one.
Talent Pool members
Apply through this link and we can put you forward to Mercor when your profile is a strong match. Not every applicant is submitted. If you're not in the pool yet, set up your profile first.
Set up your profile →Eligible Languages
Fluent proficiency in one or more of: Arabic, Bulgarian, Cantonese, Chinese, Czech, Danish, Dutch, English, Finnish, or French
Why this role
Few outlets pay Healthcare specialists what the leading AI labs pay for direct judgment. At $170–$190/hr, this Multilingual Primary Care Physician (MD) — Clinical Documentation & AI Evaluation role prices in the expertise itself, separate from hours billed or clients managed.
Talent pool
We're light on Healthcare candidates
We've matched 33 people with a Healthcare background against 373 Healthcare listings we've tracked, so most go out without one. Set up a profile and we'll consider you for a role like this one.
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Common questions
Does it cost money to apply to Mercor?
No, applying and joining Mercor is free. Mercor's revenue comes from a fee it charges the client on top of your hourly rate, not from applicants. Treat any request for payment to join as a red flag.
Is Mercor for freelancers or full-time contractors?
Mercor places you with one client for a defined engagement, like 'Python Tutor for 3 months', rather than having you grab small tasks from a shared queue. Most roles function as steady contract work, not one-off gigs.
Is AI training work the same as traditional consulting?
No. Instead of client deliverables, you're given complex scenarios to evaluate: grading the AI's logic, correcting its hallucinations, and supplying expert-level reasoning it doesn't have on its own. The job is closer to teaching than consulting.
Why do these AI training roles pay so much?
Because general knowledge isn't what's being tested. The model already knows the basics; what it needs is expertise on edge cases, the rare, difficult, highly technical judgment calls only a senior professional in the field would make correctly.
What does Healthcare work look like for a Multilingual Primary Care Physician (MD) — Clinical Documentation & AI Evaluation?
Tasks here are scoped to Healthcare, not generic labeling. As a Multilingual Primary Care Physician (MD) — Clinical Documentation & AI Evaluation, expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to Healthcare) rather than following a one-size-fits-all rubric. If you don't have hands-on Healthcare background, this is likely not the right listing to start with.
What specific skills does this listing call for?
Arabic, Bulgarian, Cantonese, and Chinese are named directly in the listing. If you don't have hands-on experience with these, expect the screening process to test for them directly rather than accepting adjacent experience as a substitute.
How much does this specific role pay?
This listing is posted at $170–$190/hr, an hourly rate. The range reflects experience level and negotiated terms, not a placeholder, so where you land in it depends on your background and the assessment. Pay can change between when we last checked the listing and when you apply, so confirm the current number on the platform's own application page before committing time.
Do I need to be fluent in Arabic, Bulgarian, Cantonese, Chinese, Czech, Danish, Dutch, English, Finnish, French, German, Hungarian, Indonesian, Italian, Japanese, Korean, Mandarin, Polish, Portuguese, Romanian, Russian, Spanish, Tagalog, Turkish, or Ukrainian?
Yes. This role specifically requires Arabic, Bulgarian, Cantonese, Chinese, Czech, Danish, Dutch, English, Finnish, French, German, Hungarian, Indonesian, Italian, Japanese, Korean, Mandarin, Polish, Portuguese, Romanian, Russian, Spanish, Tagalog, Turkish, or Ukrainian proficiency, on top of the English most AI training work assumes by default. If Arabic is not a language you're fluent in, this is not the right role. Filter for your native language to find better-matched listings.
What happens when I click Apply on this listing?
You'll be taken to Mercor's external site to complete your application there. This listing links through a referral, but the process is identical to applying directly; the link just routes you correctly. Create an account on their site and follow their onboarding steps.
Can I apply from outside China, France, Germany and 6 other countries?
This specific role is open only to people based in China, France, Germany, Hungary, Indonesia, Italy, Japan, the Philippines, and South Korea. If you are somewhere else, applying is unlikely to lead to an offer even if you pass the assessment, because the restriction is usually about where the work can legally be contracted rather than your skills. Read the full description for any tax-residency or right-to-work caveats before you apply, since they can differ by country.
How soon will I start working after applying to Mercor?
Not immediately. Mercor is a talent marketplace, not a task queue, so applying puts you in a pool of candidates. You start working only once a specific client, like a major AI lab, selects your profile, and that matching process can take weeks.