Healthcare Subject Matter Expert – AI Model Evaluation

Volga Partners

. Evaluate AI-generated medical content for clinical accuracy, completeness, relevance, and consistency with accepted medical standards .

Posted 10/17/2026contractRemote • United States, United Kingdom, Australia, New Zealand, Canada, India, PhilippinesMid-LevelSenior💰 $45 - $160 per hourWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in evaluating AI-generated medical content for clinical accuracy and relevance, applying clinical judgment and evidence-based practices. Proficient in analyzing complex medical information and providing expert feedback while adhering to established healthcare standards.

Highest-signal resume keywords

Clinical JudgmentMedical DegreeAnalytical SkillsEvidence-Based PracticesDigital Platform Proficiency

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical ReasoningDiagnostic ReasoningMedical TerminologyQuality AssessmentAI Model EvaluationResearch SkillsProblem-SolvingEvaluation GuidelinesScoring CriteriaHealthcare Standards

Soft Skills

Written CommunicationIndependent WorkAttention to Detail

Tools & Technologies

Web-Based ApplicationsOnline Research Tools

Certifications & Qualifications

Professional LicensureAdvanced-Practice Qualification

Industry Keywords

Clinical GuidelinesHealthcare PracticesU.S. Healthcare StandardsMedical StandardsPatient Safety

About the role

Key responsibilities & impact

Evaluate AI-generated medical content for clinical accuracy, completeness, relevance, and consistency with accepted medical standards
Analyze AI-generated clinical reasoning, assessments, differential diagnoses, and treatment recommendations
Identify inaccurate medical information, unsupported conclusions, missing clinical considerations, and patient safety concerns
Validate medical information against authoritative literature, clinical guidelines, and evidence-based healthcare practices
Provide expert feedback and clinically appropriate corrections
Apply evaluation guidelines, scoring criteria, and project-specific quality standards
Complete independent evaluations using designated online platforms within project timelines
Help improve the accuracy, reliability, and healthcare reasoning of AI systems

Requirements

What you’ll need

Minimum of three years of relevant professional clinical experience in an applicable specialty
Recognized medical degree, advanced-practice qualification, or equivalent professional credential appropriate to the specialty and country
Demonstrated experience applying clinical judgment, diagnostic reasoning, or evidence-based medical practices
Strong understanding of medical terminology, clinical guidelines, and healthcare standards relevant to the candidate's specialization
Ability to critically evaluate complex medical information and distinguish accurate clinical reasoning from unsupported conclusions
Strong analytical, research, and problem-solving abilities
Excellent written English communication skills
Comfort using digital platforms, web-based applications, and online research tools
Ability to work independently, follow detailed instructions, and meet established quality standards
Must be comfortable with a task-based role
Physicians, nurse practitioners, and physician assistants sought
Current or previous professional licensure or registration relevant to the specialty preferred
Familiarity with U.S. healthcare standards or clinical practices in the United Kingdom, Canada, Australia, or New Zealand preferred
AI model evaluation, large language models, research, or structured quality assessment experience beneficial but not required

Benefits

Comp & perks

Remote work from an eligible location
Project-based freelance work
Flexible, variable scheduling including potential weekday and weekend assignments
Opportunity to contribute to advanced AI model evaluation
No AI background required
Supplemental-income opportunity