About The Position

24-MAG LLC is recruiting experienced Hospitalist Physicians for a fully remote freelance/contract consulting engagement supporting advanced AI training and evaluation initiatives. The work applies inpatient clinical expertise to medical record review, clinical documentation assessment, clinical reasoning evaluation, and healthcare data quality assurance. Professionals will review inpatient records, notes, and structured healthcare data, including FHIR resources, and assess whether clinical statements are supported by the source record. They will evaluate accuracy, completeness, and consistency; identify discrepancies between structured data and narrative notes; and assess inpatient histories, clinical assessments, treatment plans, and documented medical reasoning. The role also involves rubric-based evaluation of medical information and AI-related outputs, providing clinically grounded explanations and written feedback to improve data quality and evaluation standards. Deliverables include medical accuracy assessments, review findings, identified inconsistencies, and recommended documentation corrections. Prior AI training project experience is not required. The engagement is fully remote, offers compensation of $100–$120 per hour, and has 50 available openings. The opportunity is available through 24-MAG LLC, which connects professionals with remote consulting opportunities.

Requirements

  • Strong clinical expertise in hospital-based patient care and inpatient medical management.
  • Demonstrated understanding of inpatient clinical documentation and hospital workflows.
  • Experience reviewing medical records and evaluating documented clinical assessments.
  • Strong knowledge of HPI and PMH documentation.
  • Practical experience assessing clinical reasoning, diagnoses, and treatment plans.
  • Ability to determine whether medical conclusions are supported by the underlying patient record.
  • Familiarity with electronic health records and structured healthcare information.
  • Strong understanding of medical documentation accuracy, completeness, and consistency.
  • Ability to identify inaccurate, missing, or contradictory clinical information.
  • Strong analytical reasoning and professional medical judgment.
  • Excellent written communication skills for explaining clinical findings and documentation discrepancies.
  • Strong attention to detail when reviewing complex medical records.
  • Ability to work independently on medical review and evaluation assignments.
  • Effective communication skills for collaborating with multidisciplinary project teams.

Nice To Haves

  • MD or DO qualification with board certification in Internal Medicine, Pediatrics, or Hospital Medicine.
  • Current or recent inpatient hospitalist experience, ideally within the past 2 years.
  • Comfort reviewing FHIR resources or comparable raw medical record data.
  • Experience applying established clinical guidelines and structured evaluation criteria consistently.
  • Experience with clinical chart review or clinical documentation improvement (CDI).
  • Familiarity with utilization review, medical coding, or clinical quality assurance.
  • Experience working across different inpatient services or clinical specialties.

Responsibilities

  • Review inpatient medical records, clinical notes, and structured healthcare data, including FHIR resources.
  • Determine whether documented clinical statements and findings are supported by the underlying medical record.
  • Assess the accuracy, completeness, and consistency of patient information across documentation.
  • Identify discrepancies between structured medical data and narrative clinical notes.
  • Evaluate inpatient documentation, including HPI and PMH, clinical assessments, treatment plans, and medical reasoning.
  • Assess whether clinical conclusions and medical reasoning are consistent with documented patient findings.
  • Identify unsupported medical statements, incomplete assessments, inaccurate interpretations, omissions, and discrepancies in clinical interpretation.
  • Provide clinically grounded explanations of identified issues and appropriate documentation improvements.
  • Evaluate medical information and AI-related outputs using structured guidelines and rubrics.
  • Prepare clear written evaluations documenting findings, relevant clinical considerations, and recommended corrections.
  • Communicate findings and project updates to relevant team members.
  • Maintain clinical accuracy, attention to detail, and consistency across assigned deliverables.
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