Remote | Primary Care Clinical Validation Expert — $120–$160/hour

24-Mag•New York, NY

15h•Remote

About The Position

We are sharing a specialised part-time consulting opportunity for physicians experienced in primary care, clinical documentation, patient case review, EHR data interpretation, clinical workflow analysis, and structured medical data validation. This role supports current and upcoming remote consulting opportunities focused on clinical data annotation, medical output validation, care pathway review, clinical workflow mapping, documentation standards, and high-quality project execution. Selected professionals will apply their physician expertise to review realistic patient cases, validate AI-generated clinical outputs, prepare structured feedback, and support accurate, evidence-based healthcare workflow tasks.

Requirements

MD or DO with experience in primary care, internal medicine, family medicine, hospital medicine, general medicine, or related clinical practice
Board certification or board eligibility
Active medical license in good standing
2+ years of clinical experience
Strong familiarity with EHRs, clinical documentation, diagnoses, co-morbidities, treatment planning, and care pathways
Clear written communication skills and strong attention to detail
MD or DO degree is required

Nice To Haves

Inpatient, hospitalist, or academic hospital experience helpful
Board certification, board eligibility, residency training, active licensure, academic hospital experience, teaching experience, or clinical leadership experience is highly relevant
Experience reviewing EHR data, patient summaries, care plans, discharge notes, clinical documentation, or guideline-based recommendations
Familiarity with clinical annotation, medical QA, informatics workflows, care pathway design, or healthcare data quality
Experience at an academic hospital, large health system, primary care group, hospitalist service, or multidisciplinary care environment
Interest in medical AI, clinical decision support, healthcare workflow design, or documentation improvement
Strong comfort working through detailed, case-based, clinically nuanced review tasks

Responsibilities

Review and annotate clinical text, EHR data, patient case notes, and medical documentation
Identify diagnoses, co-morbidities, treatment plans, clinical outcomes, and relevant patient context
Structure complex medical information for clinical reasoning, documentation, and workflow review
Identify missing clinical context, documentation gaps, reasoning issues, and expected medical review outcomes
Audit annotated datasets for clinical accuracy, consistency, and alignment with real-world medical practice
Validate AI-generated summaries, recommendations, care pathways, and clinical reasoning outputs
Evaluate outputs against standards of care, clinical guidelines, source documentation, and patient safety expectations
Provide clear written explanations for clinical conclusions based on case facts and evidence-based criteria
Contribute to annotation guidelines, clinical taxonomies, decision frameworks, and documentation standards
Define edge cases and nuanced clinical scenarios across primary care, inpatient, hospitalist, and general medicine workflows
Evaluate AI systems designed to support clinical workflows, documentation, diagnosis, and treatment planning
Provide structured feedback to improve clinical accuracy, safety, usability, and workflow alignment