[Hiring] Internal Medicine Hospitalist @24-MAG

Role Description

We are sharing a specialised remote consulting opportunity for experienced Internal Medicine Hospitalists and Physicians with strong expertise in adult inpatient medicine, clinical documentation, medical record review, medication management, and clinical quality assurance to contribute their professional knowledge to advanced AI training and evaluation initiatives.

Selected professionals will review inpatient medical records, evaluate clinical documentation, and assess the accuracy and consistency of medical information used in AI training. The work combines practical Internal Medicine and hospitalist experience with structured chart review, clinical reasoning, medication reconciliation, and documentation quality evaluation to improve how advanced AI systems interpret complex medical information and assess clinical accuracy.

Key Responsibilities

• Clinical Record Review & Medical Data Evaluation
  • Review medical records, clinical notes, and structured healthcare data, including FHIR resources.
  • Evaluate whether documented clinical statements and conclusions are supported by the underlying medical record.
  • Assess the accuracy, completeness, and consistency of patient information across available documentation.
  • Identify discrepancies between structured clinical data and narrative medical notes.
  • Apply professional clinical judgement to support accurate medical AI training and evaluation.
• Adult Inpatient Documentation & Clinical Assessment
  • Review adult inpatient documentation, including history of present illness (HPI) and past medical history (PMH).
  • Evaluate clinical assessments, treatment plans, and documented medical reasoning.
  • Review admission records, daily progress notes, transitions of care, and discharge documentation.
  • Assess social history, patient characteristics, and relevant continuity-of-care information.
  • Identify missing, inaccurate, or inconsistent information within inpatient clinical records.
• Medication Reconciliation & Clinical Accuracy
  • Evaluate medication reconciliation records for accuracy, completeness, and consistency.
  • Review medication information for clinically relevant interactions and dosing considerations.
  • Assess renal- and hepatic-adjusted medication dosing in the context of documented patient information.
  • Identify inconsistencies involving medication management, patient age, and relevant clinical characteristics.
  • Apply Internal Medicine expertise to evaluate medication-related documentation and clinical decision-making.
• AI Training & Clinical Quality Evaluation
  • Assess medical information used to train and evaluate advanced AI systems.
  • Identify unsupported clinical conclusions, documentation omissions, and inconsistencies in medical datasets.
  • Apply established review guidelines consistently across assigned clinical evaluation tasks.
  • Evaluate whether clinical information accurately reflects documented patient circumstances and inpatient care practices.
  • Provide structured expert feedback to improve AI model performance and medical data quality.
• Clinical Documentation Improvement & Quality Assurance
  • Review medical records for completeness, internal consistency, and alignment with documented care.
  • Identify opportunities to improve clinical documentation accuracy and clarity.
  • Document clinical review findings through clear, structured written evaluations.
  • Explain identified documentation errors and clinically appropriate corrections.
  • Maintain high standards of clinical accuracy, attention to detail, and consistent evaluation across assigned deliverables.

Qualifications

• MD or DO qualification with board certification in Internal Medicine, including physicians with a Hospital Medicine-focused practice designation, is preferred.
• At least 5 years of professional hospitalist experience is preferred.
• Current or recent inpatient hospitalist experience, ideally within the past 2 years.
• Strong clinical expertise in adult inpatient medicine and hospital-based patient management.
• Demonstrated understanding of hospital admission procedures and inpatient clinical evaluations.
• Experience reviewing daily progress notes, clinical assessments, treatment plans, and discharge summaries.
• Strong knowledge of history of present illness, past medical history, and social history documentation.
• Practical experience with medication reconciliation and inpatient medication management.
• Understanding of renal and hepatic dose adjustments and clinically relevant medication interactions.
• Ability to identify inaccurate, incomplete, or inconsistent information within medical records.
• Familiarity with electronic health records and structured clinical data.
• Comfort reviewing FHIR resources or comparable raw healthcare record information.
• Strong understanding of hospital workflows, transitions of care, and clinical documentation standards.
• Ability to determine whether medical statements are supported by the underlying patient record.
• Experience with clinical documentation improvement (CDI) is advantageous.
• Familiarity with chart review, utilisation review, medical coding, or clinical quality assurance is beneficial.
• Strong clinical reasoning, analytical problem-solving capabilities, and professional judgement.
• Excellent attention to detail and ability to follow structured evaluation guidelines consistently.
• Clear written communication skills for explaining clinical findings and documentation discrepancies.
• Ability to work independently on complex medical record evaluation assignments.
• Prior experience with AI model training or evaluation projects is not required.

Engagement Details

• Freelance / contract engagement
• Fully remote
• Compensation: $80–$115/hour
• 50 available openings

Professional Focus

• Adult inpatient medicine, Internal Medicine, hospitalist practice, and clinical documentation.

Work Arrangement

• Remote clinical data review and AI evaluation.
• Previous experience with AI training projects is not required.

About the Platform

This opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.

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