[Hiring] Pediatric Hospitalist @24-MAG

Role Description

We are sharing a specialised remote consulting opportunity for experienced Pediatric Hospitalists and Physicians with strong expertise in inpatient pediatric medicine, clinical documentation, developmental assessment, medication management, and medical record evaluation to contribute their professional knowledge to advanced AI training and evaluation initiatives.

Selected professionals will review pediatric medical records, assess inpatient clinical documentation, and evaluate the accuracy and consistency of healthcare information used in AI training. The work combines practical pediatric hospital medicine experience with structured chart review, age-appropriate clinical reasoning, weight-based medication assessment, and documentation quality assurance to improve how advanced AI systems interpret pediatric clinical information.

Key Responsibilities

• Pediatric Clinical Record Review & Data Evaluation
  • Review pediatric medical records, clinical notes, and structured healthcare data, including FHIR resources.
  • Evaluate whether clinical statements and documented findings are supported by the underlying patient record.
  • Assess the accuracy, completeness, and consistency of pediatric medical information.
  • Identify discrepancies between structured clinical data and narrative medical documentation.
  • Apply professional pediatric judgement to support accurate medical AI training and evaluation.
• Inpatient Pediatric Documentation & Clinical Assessment
  • Review inpatient pediatric documentation, including history of present illness (HPI) and past medical history (PMH).
  • Assess birth history, developmental history, immunization status, and relevant pediatric patient characteristics.
  • Evaluate clinical assessments, treatment plans, and documented medical reasoning.
  • Review admission records, daily progress notes, transitions of care, and discharge documentation.
  • Identify incomplete, incorrect, or inconsistent information within pediatric inpatient records.
• Weight-Based Medication & Age-Appropriate Clinical Evaluation
  • Evaluate pediatric medication documentation for accuracy, completeness, and clinical appropriateness.
  • Review weight-based medication dosing calculations in the context of documented patient characteristics.
  • Assess whether treatment considerations and clinical details are appropriate for the patient's age and developmental stage.
  • Identify medication inconsistencies, dosing discrepancies, and missing clinical information.
  • Apply pediatric hospital medicine expertise to evaluate medication-related documentation and clinical decisions.
• AI Training & Pediatric Quality Evaluation
  • Assess clinical information used to train and evaluate advanced AI systems.
  • Identify unsupported medical conclusions, documentation omissions, and inconsistencies in pediatric datasets.
  • Apply established evaluation guidelines consistently across assigned clinical review tasks.
  • Evaluate whether clinical information accurately reflects the documented circumstances of pediatric patients.
  • Provide structured expert feedback to improve AI model performance and medical data quality.
• Clinical Documentation Improvement & Quality Assurance
  • Review pediatric medical records for completeness, internal consistency, and alignment with documented care.
  • Identify opportunities to improve clinical documentation accuracy and clarity.
  • Document review findings through clear, structured written evaluations.
  • Explain identified documentation errors and clinically appropriate corrections.
  • Communicate findings effectively with the project team while maintaining consistent quality standards.

Qualifications

• MD or DO qualification with board certification in Pediatrics, including physicians with Pediatric Hospital Medicine subspecialty certification, is preferred.
• At least 5 years of professional hospitalist experience is preferred.
• Current or recent inpatient pediatric hospitalist experience, ideally within the past 2 years.
• Strong clinical expertise in inpatient pediatrics and hospital-based pediatric patient management.
• Demonstrated understanding of pediatric admission procedures and inpatient clinical evaluations.
• Experience reviewing daily progress notes, clinical assessments, treatment plans, and discharge summaries.
• Strong knowledge of pediatric history of present illness, past medical history, and clinical documentation standards.
• Practical understanding of birth history, developmental milestones, and immunization documentation.
• Experience evaluating pediatric medication management and weight-based dosing.
• Ability to identify age-inappropriate clinical details and inconsistencies within medical records.
• Familiarity with electronic health records and structured clinical data.
• Comfort reviewing FHIR resources or comparable raw healthcare information.
• Strong understanding of pediatric hospital workflows, transitions of care, and documentation requirements.
• Ability to determine whether medical statements are supported by the underlying patient record.
• Experience with clinical documentation improvement (CDI) or structured chart review is advantageous.
• Familiarity with utilization review, medical coding, or clinical quality assurance is beneficial.
• Experience across diverse pediatric patient populations, including general pediatrics and newborn or nursery care, is advantageous.
• Experience with pediatric subspecialty co-management or complex chronic pediatric conditions is highly relevant.
• 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 and communicate effectively with a remote project team.
• 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

• Pediatric inpatient medicine, pediatric hospitalist practice, clinical documentation, and medical record evaluation.

Preferred Experience

• At least 5 years of hospitalist experience, with current or recent inpatient pediatric practice within the past 2 years.

Preferred Clinical Background

• MD or DO with Pediatrics board certification or Pediatric Hospital Medicine subspecialty certification.

Technical Focus

• FHIR data, pediatric clinical notes, developmental history, immunization status, weight-based dosing, and documentation quality.

Evaluation Focus

• Pediatric clinical accuracy, age-appropriate care considerations, documentation completeness, and medical record consistency.

Work Arrangement

• Remote pediatric 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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