Medical Expert Consultant, Clinical Data Labeling

GenMD; United States; Remote; USD 138,000 - 241,000; Part time

Job summary

GenMD is seeking medical experts to review real-world clinical cases and label them for AI benchmarking. You will apply clinical judgment to assess model outputs and help improve labeling guidelines.

This fully remote, part-time opportunity offers flexible hours (a few hours per week) and compensation of $100–$175 per hour, depending on credential and specialty. All work is conducted on de-identified data to protect patient privacy.

Qualifications

• Must hold MD/DO/NP/PA/PharmD/RN or equivalent clinical credential.
• Specialty experience welcome (internal medicine, emergency, radiology, oncology, primary care).
• Careful, consistent and able to write clear explanations.
• Availability of a few hours per week; fully remote.

Responsibilities

• Review de-identified patient records, notes and model outputs.
• Label cases against guidelines and write rubrics/reference answers.
• Grade AI model outputs for accuracy, safety and clinical usefulness.
• Flag ambiguous cases and help improve labeling guidelines with the GenMD team.

Skills

Clinical reasoning

Attention to detail

Clear communication

Time management

Education

MD/DO/NP/PA/PharmD/RN or equivalent clinical credential

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.