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 • Australia, United States, United Kingdom, New Zealand, Canada, India, PhilippinesMid-LevelSenior💰 $40 - $155 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 clear, actionable feedback while adhering to established healthcare standards.

Highest-signal resume keywords

Clinical JudgmentEvidence-Based Medical PracticesMedical Degree or Advanced-Practice QualificationAnalytical and Problem-Solving AbilitiesExperience Evaluating Clinical Documentation

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical EvaluationMedical TerminologyDiagnostic ReasoningQuality Standards ComplianceHealthcare Guidelines ApplicationAI Model EvaluationMedical Content ReviewClinical ResearchHealthcare Quality AssessmentComplex Healthcare Case Evaluation

Soft Skills

Excellent Written CommunicationIndependent WorkAttention to Detail

Tools & Technologies

Digital PlatformsWeb-Based ApplicationsOnline Research Tools

Certifications & Qualifications

Professional Licensure or Registration

Industry Keywords

U.S. Healthcare StandardsClinical Practices in the United KingdomClinical Practices in CanadaClinical Practices in AustraliaClinical Practices in New Zealand

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 assessments, differential diagnoses, and treatment recommendations for appropriate clinical evidence
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 improvement opportunities, and recommend clinically appropriate corrections
Apply evaluation guidelines, scoring criteria, and project-specific quality standards
Complete independent evaluations using designated online platforms accurately and within project timelines

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 (preferred)
Experience reviewing medical records, clinical research, medical guidelines, or healthcare quality assessments (preferred)
Familiarity with U.S. healthcare standards or clinical practices in the United Kingdom, Canada, Australia, or New Zealand (preferred)
Experience evaluating clinical documentation, medical literature, or complex healthcare cases (preferred)
Previous exposure to AI model evaluation, medical content review, clinical research, or healthcare technology (preferred)

Benefits

Comp & perks

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