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Medical Expert Consultant

Role overview

Summary

This role focuses on building clinical benchmarks and training data to enhance AI models in healthcare. You will work with GenMD to review clinical cases and provide insights that directly influence the development of AI systems, ensuring they align with clinical reasoning and safety standards.

Qualifications

  • MD, DO, NP, PA, PharmD, RN or equivalent clinical credential, with direct patient-care experience.
  • Careful, consistent and comfortable writing clear explanations.
  • Reliable availability of a few hours per week; fully remote.
  • Preferred: Specialty experience is welcome (e.g. internal medicine, emergency medicine, radiology, oncology, primary care).

Responsibilities

  • Review de-identified patient records, clinical notes and model responses, and label them against clear guidelines.
  • Write and refine grading rubrics and reference answers for clinical reasoning tasks.
  • Grade AI model outputs for accuracy, safety and clinical usefulness, and explain where and why a model went wrong.
  • Flag ambiguous cases and help improve labeling guidelines with the GenMD team.

Key facts

  • Remote from: United States
  • Fixed term
  • Physician
  • $192K – $336K / year
  • English

Hard skills

Other skills

  • Writing
  • Detail Oriented
  • Reliability

About the company

GenMD logo

GenMD

  • Digital Health
  • TPE
  • 2–10
GenMD generates digital twins of healthcare datasets that let health systems support research, AI development, and external partnerships while maintaining strict patient privacy.

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Job description

About GenMD

GenMD is a Stanford spin-off building AI and data infrastructure for healthcare. We grew out of years of work inside Stanford Medicine, alongside world-class researchers and clinicians, and we now work with health systems and data partners on large longitudinal datasets: claims, health records, imaging and clinical notes. We make that data usable for researchers and frontier AI, while patient privacy stays protected.

We're just coming out of stealth, already revenue-generating and well funded. We're intentionally small, move fast, and are focused on building something fundamental. Our CEO is a former Associate Director of AI at Stanford Medicine. See how we work: https://genmd.ai/careers

About the role

We're building clinical benchmarks and training data that teach AI models to reason like clinicians. We need practicing and recently practicing medical experts to review real-world clinical cases, label them and judge model outputs. Your clinical judgment directly shapes how frontier AI models are measured and improved.

What you'll do

  • Review de-identified patient records, clinical notes and model responses, and label them against clear guidelines.

  • Write and refine grading rubrics and reference answers for clinical reasoning tasks.

  • Grade AI model outputs for accuracy, safety and clinical usefulness, and explain where and why a model went wrong.

  • Flag ambiguous cases and help improve labeling guidelines with the GenMD team.

What we're looking for

  • MD, DO, NP, PA, PharmD, RN or equivalent clinical credential, with direct patient-care experience.

  • Specialty experience is welcome (e.g. internal medicine, emergency medicine, radiology, oncology, primary care).

  • Careful, consistent and comfortable writing clear explanations.

  • Reliable availability of a few hours per week; fully remote.

Compensation

$100 – $175 per hour, depending on credential and specialty.

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