Medical Evaluation Specialist - Remote

YO AI Labs; United States; Remote; USD 60,000 - 100,000; Full time

Job summary

YO AI Labs is seeking Medical Evaluation Specialists (contractor) to contribute clinical expertise for evaluating and improving AI systems. You will create and validate high-difficulty medical Q&A pairs, test AI interpretations, and document reasoning with citations.

This remote role suits medical students, residents, physicians, or biomedical professionals who can work independently, meet deadlines, and produce precise, evidence-based content for AI benchmarking.

Qualifications

• Medical training and clinical expertise required.
• Ability to locate, interpret, and synthesize medical literature.
• Excellent attention to detail and precise written English.
• Capability to create clinically nuanced, high-quality questions.
• Experience in medical content development or evaluation is a plus.

Responsibilities

• Create high-difficulty medical question-and-answer pairs covering diagnosis, pathophysiology, pharmacology, guidelines, and decision-making.
• Develop questions that require synthesis and genuine medical reasoning.
• Research and verify answers using primary literature, guidelines, and reviews.
• Document rationale behind answers with appropriate citations.
• Evaluate AI-generated responses for clinical accuracy and evidence alignment.
• Refine questions to increase complexity while maintaining validity.
• Review for ambiguity, errors, and inconsistencies; ensure clarity and defensibility.
• Incorporate reviewer feedback and adapt to project guidelines.

Skills

Medical training

Research & Source Triangulation

Attention to Detail

Written Precision

Analytical Thinking

Clinical Reasoning

Medical Literature Review

Evidence Synthesis

Self-Direction & Reliability

Medical Question Development

Education

Medical degree or equivalent clinical training

Current or recent medical student, resident, or physician

Job description

Job Title: Medical Evaluation Specialist

Role Type: Contractor
Location: Remote

Job Overview

We are seeking Medical Evaluation Specialists, including medical students, residents, physicians, and qualified biomedical professionals, to contribute clinical expertise to a project focused on evaluating and improving next-generation AI systems.

In this role, you will create and validate challenging medical questions and answers designed to test advanced clinical reasoning. Your work will help assess whether AI systems can accurately interpret medical evidence, synthesize complex information, and apply nuanced clinical judgment.

No prior AI experience is required—your medical knowledge, research skills, and clinical reasoning are what matter most.

Scope of Work

• Create original, high-difficulty medical question-and-answer pairs covering areas such as diagnosis, pathophysiology, pharmacology, clinical guidelines, and clinical decision-making.
• Develop questions that require synthesis, interpretation, and genuine medical reasoning rather than simple factual recall.
• Research and verify answers using primary literature, clinical guidelines, systematic reviews, and authoritative medical references.
• Document the rationale behind answers and provide appropriate supporting citations.
• Evaluate AI-generated responses for clinical accuracy, completeness, reasoning quality, and adherence to available evidence.
• Identify questions that are too straightforward and refine them to increase complexity while maintaining clinical validity.
• Review questions and answers for ambiguity, unsupported assumptions, factual errors, and inconsistencies.
• Ensure all deliverables are written with clarity, precision, and defensibility.
• Incorporate reviewer feedback and adapt work to evolving project guidelines and quality standards.
• Contribute insights that help establish rigorous benchmarks for medical AI evaluation.

Required Skills

• Medical Training
• Research & Source Triangulation
• Attention to Detail
• Written Precision
• Analytical Thinking
• Clinical Reasoning
• Medical Literature Review
• Evidence Synthesis
• Self-Direction & Reliability
• Medical Question Development

Preferred Qualifications

• Current or recent medical training or clinical practice as a medical student, resident, or physician, or equivalent expertise in a relevant biomedical discipline.
• Demonstrated ability to locate, interpret, compare, and synthesize information from primary research and clinical guidelines.
• Strong written English skills with exceptional attention to detail.
• Ability to create engaging, well-structured, challenging, and clinically nuanced questions.
• Strong understanding of evidence-based medicine and clinical reasoning.
• Ability to work independently, manage deadlines, and consistently deliver high-quality work in a remote environment.
• Previous experience with medical question writing, peer review, clinical education, medical content evaluation, or research is a plus.
• Familiarity with AI/ML systems, AI evaluation, or medical AI applications is advantageous but not required.

Compensation Structure

Compensation is output-based, with contributors paid per task that meets the applicable project specifications and quality standards. The time required to complete each task may vary depending on experience and individual workflow.

Minimum submission requirements apply, and selected contributors are expected to complete a minimum number of tasks per week.

Start Timeline & Availability

Roles are typically filled within 48 hours. Selected contributors should be prepared to begin their first assignments within 24–48 hours of completing onboarding.