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Multilingual Primary Care Physician (MD) - Clinical Documentation & AI Evaluatio

Healthcare SupportPart-Time

Listed compensation

$170-$190/hr

The week · per this posting

Schedule not stated in this posting — no days, weekends, call or nights given.

Ask the employer about call expectations, weekend coverage, nights and shift pattern and time off.

Posted 1mo ago

Job Description

This role is for one of our clients

Compensation: $170-$190 per hour

We are 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

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Requirements

Requires an MD with at least 2 years of post-residency experience in primary care, family medicine, or general internal medicine. Candidates must be US-based and possess advanced (C1) proficiency in English and at least one other specified language.

Qualifications

Education
Doctoral or professional degree (postgraduate degree)
Experience
2+ years of experience

Key Skills

Medical AI EvaluationClinical AuditingData Quality ReviewMultilingual CommunicationOutpatient Care

Healthcare Support — Physician Career Context

Weekday AI holds silver-tier status on WeekdayDoc's Top Employers work-life index, composite score 82/100, 6 active listings.

Physician pay on WeekdayDoc is down 2.7% vs. the prior quarter (through Oct 2026).

How many Physician jobs are remote?
MeasureThis jobMarket
Work-life score6.4 / 10 · above average in physician rolesranked against 22,528 Physician roles listingslisting-based score, 0–10
Listed pay$354k–$395kPhysician median $44k (middle half $41k–$354k)24 comparable listings, Nov 2026
Sign-on & loan repaymentnot statedUS Physician listings: 40% state a sign-on bonus (median $50k) · 11% offer loan repayment1,000 active listings, Nov 2026
Physician pay trend−2.7% vs prior quarter—through Oct 2026
Weekday AIsilver tier, 82/100Top Employers work-life index6 active listings
Sources: WeekdayDoc live listing index (22,528 Physician roles listings), Top Employers work-life index; as of Nov 2026. Same values as the Weekday Verdict and Market Insights on this page.

Work-Life Balance Analysis

WeekdayDoc's proprietary algorithm rates Multilingual Primary Care Physician (MD) - Clinical Documentation & AI Evaluatio at Weekday AI a 6.4 out of 10 for work-life balance — classified as good. This places the position in the Above average in Physician roles — ranked against 22,528 active Physician roles listings on WeekdayDoc. Contributing factors include remote work flexibility.

Work-life snapshot

median 5.1this job 6.4
Better work-life than 70% of Physician roles listings

Listing-based score, 0–10, across 22,528 comparable listings. Shaded area = the share scoring below this one.

  • Remote