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 • Canada, United States, United Kingdom, Australia, New Zealand, India, PhilippinesMid-LevelSenior💰 $40 - $155 per hourWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates clinical expertise in evaluating AI-generated medical content for accuracy and relevance, applying clinical judgment and evidence-based practices. Proficient in analyzing complex medical information and providing structured feedback to enhance healthcare AI systems.

Highest-signal resume keywords

Clinical JudgmentMedical DegreeAnalytical SkillsEvidence-Based PracticesMedical Terminology

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical ReasoningDifferential DiagnosesTreatment RecommendationsEvaluation GuidelinesQuality StandardsMedical Literature ReviewHealthcare Quality AssessmentAI Model EvaluationDiagnostic ReasoningClinical Documentation Evaluation

Soft Skills

Problem-Solving AbilitiesWritten Communication SkillsIndependent Work

Tools & Technologies

Digital PlatformsWeb-Based ApplicationsOnline Research Tools

Certifications & Qualifications

Professional LicensureAdvanced-Practice Qualification

Industry Keywords

Clinical GuidelinesHealthcare StandardsU.S. Healthcare StandardsClinical PracticesEvidence-Based Healthcare

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 against authoritative literature, clinical guidelines, and evidence-based healthcare practices
Provide structured expert feedback 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 improving the accuracy and reliability of healthcare AI systems
Work on project-based assignments with schedules and workloads 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
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 the task-based nature of the role
Physicians, nurse practitioners, and physician assistants with relevant specialization experience
Current or previous professional licensure or registration relevant to the 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 but not required

Benefits

Comp & perks

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