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 • New Zealand, United States, United Kingdom, Australia, Canada, India, PhilippinesMid-LevelSenior💰 $35 - $140 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 TerminologyAnalytical SkillsWritten Communication Skills

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical EvaluationDiagnostic ReasoningQuality AssessmentMedical Literature ValidationAI Model EvaluationHealthcare Standards FamiliarityResearch SkillsClinical Guidelines ApplicationComplex Case AnalysisTask-Based Role Adaptability

Soft Skills

Problem-Solving AbilitiesIndependent WorkAttention to Detail

Tools & Technologies

Digital PlatformsWeb-Based ApplicationsOnline Research Tools

Certifications & Qualifications

Medical DegreeAdvanced-Practice QualificationProfessional Licensure

Industry Keywords

Healthcare Quality AssessmentsClinical ResearchU.S. Healthcare StandardsClinical Practices in the U.K.Clinical 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 whether AI-generated assessments, differential diagnoses, and treatment recommendations are supported by 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 to support AI quality improvement
Complete independent evaluations using designated online platforms accurately and within established 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 this is a task-based role
Preferred: 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
Experience with AI model evaluation, large language models (LLMs), research, or structured quality assessments is beneficial but not required

Benefits

Comp & perks

Remote work from an eligible location
Project-based assignments with variable schedules and workloads
Supplemental-income opportunity
Opportunity to contribute to advanced AI model evaluation without direct patient care
Experience contributing to advanced AI technology and healthcare AI
No AI background required