Primary Care Physician (MD) - Clinical Documentation & AI Evaluation

Parailabs; Northern (KY); On-site; USD 138,000 - 207,000; Full time

Job summary

Mercor is seeking practicing primary care physicians (MD) to join an AI-driven clinical documentation project. You will review, annotate, and evaluate AI-generated notes, shaping safety and usefulness of medical AI systems.

You must be currently practicing PCP, family medicine, or internal medicine in the US, with at least 2 years post-residency and availability for 10 hours per week through mid-November. This role offers meaningful impact on real-world clinical tools and requires clear

Qualifications

• MD with 2+ years post-residency.
• Currently practicing primary care, family medicine, or internal medicine.
• US-based.
• Available for a minimum of 10 hours/week through mid-November.

Responsibilities

• Review clinical notes, encounter summaries, and EHR documentation for accuracy and completeness.
• Evaluate AI-generated notes against what a PCP would document and provide structured feedback.
• Annotate encounter data according to detailed guidelines.
• Flag omissions, hallucinations, and documentation gaps in AI outputs.
• Provide written feedback for engineering and product teams.
• Contribute to annotation guidelines and documentation standards.
• Raise clarifying questions to refine guidelines.

Skills

2+ years post-residency

Currently practicing primary care

Education

MD

Job description

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 primary care 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 physicians who are currently practicing primary care, family medicine, or general internal medicine.

Key Responsibilities

Clinical Documentation Review

• Review 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 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
• Available for a minimum of 10 hours/week through mid-November

Preferred Qualifications

• Prior AI/ML annotation or model evaluation work experience, with strong performance reviews