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

> Weekday AI · United States (Remote) · Part-time · Posted 2026-09-17

**Workplace:** remote

**Department:** AI Training

## 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**.

## Requirements

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.

## Apply

[Apply at Weekday AI](https://apply.workable.com/weekday-1/j/EA4BD71DF7/apply)

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