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 10/18/2026contractRemote • United Kingdom, United States, Australia, New Zealand, Canada, India, PhilippinesMid-LevelSenior💰 $35 - $150 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 DegreeEvidence-Based PracticesAnalytical SkillsMedical Terminology

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical EvaluationDiagnostic ReasoningMedical Literature ValidationHealthcare Quality AssessmentClinical Guidelines ApplicationAI Model EvaluationComplex Healthcare Case AnalysisMedical Content ReviewResearch SkillsProblem-Solving

Soft Skills

Excellent Written CommunicationIndependent WorkAttention to Detail

Tools & Technologies

Digital PlatformsWeb-Based ApplicationsOnline Research Tools

Certifications & Qualifications

Professional LicensureAdvanced-Practice Qualification

Industry Keywords

U.S. Healthcare StandardsClinical PracticesHealthcare TechnologyClinical ResearchMedical Guidelines

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 potential patient safety concerns
Validate medical information using authoritative medical literature, established clinical guidelines, and evidence-based healthcare practices
Provide expert feedback, explain findings, identify improvements, and recommend clinically appropriate corrections
Apply evaluation guidelines, scoring criteria, and project-specific quality standards
Complete independent evaluations using designated online platforms within project timelines
Contribute clinical expertise to the development and evaluation of advanced AI models
Work on assignments whose schedules, workloads, and availability are determined by project needs

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, including the ability to clearly explain clinical findings and professional assessments
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 and understand that this is a task-based role
Current or previous professional licensure or registration relevant to the candidate's specialty is preferred
Experience reviewing medical records, clinical research, medical guidelines, or healthcare quality assessments is preferred
Familiarity with U.S. healthcare standards or clinical practices in the United Kingdom, Canada, Australia, or New Zealand is preferred
Experience evaluating clinical documentation, medical literature, or complex healthcare cases is preferred
Previous exposure to AI model evaluation, medical content review, clinical research, or healthcare technology is preferred

Benefits

Comp & perks

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