The posting
We are sharing a specialised remote consulting opportunity for experienced US-based Inpatient Care Physicians (MD/DO) with deep expertise in hospital medicine, patient assessment, clinical diagnosis, and inpatient medical decision-making to contribute their professional knowledge to advanced AI training and evaluation initiatives.
Selected professionals will review complex inpatient medical records, assess clinical documentation, evaluate medical reasoning, and provide expert feedback on AI-generated clinical information. The work combines hands-on hospital-based medical expertise with structured chart review, clinical data interpretation, documentation quality assessment, and research-driven evaluation to help improve the accuracy, consistency, and reliability of advanced AI systems supporting clinical documentation and decision-making workflows.
Key Responsibilities
Inpatient Clinical Assessment & Medical Reasoning
- Analyse complex inpatient clinical scenarios involving patient assessment, diagnosis, and hospital-based medical management
- Evaluate clinical information within the context of presenting symptoms, medical history, diagnostic findings, and treatment decisions
- Apply professional clinical judgement to assess the accuracy and completeness of inpatient medical information
- Examine relationships between documented clinical findings, diagnostic conclusions, and patient management plans
- Contribute practical hospital medicine expertise to structured clinical reasoning and medical evaluation assignments
Medical Record Review & Clinical Data Analysis
- Review and interpret inpatient medical records, clinical notes, and structured healthcare data, including FHIR resources
- Evaluate medical documentation for consistency, completeness, and alignment with the available clinical information
- Analyse patient histories, diagnostic findings, clinical assessments, and hospital care documentation
- Identify discrepancies, missing clinical details, and inconsistencies across structured and unstructured medical records
- Apply systematic chart review methodologies to support accurate interpretation of complex inpatient clinical data
Clinical Documentation & Care Plan Evaluation
- Review inpatient documentation, including History of Present Illness (HPI), Past Medical History (PMH), clinical assessments, and care plans
- Assess whether documented diagnoses, clinical conclusions, and treatment considerations are supported by relevant medical information
- Evaluate the clarity, clinical relevance, and completeness of physician notes and other inpatient documentation
- Identify documentation omissions, conflicting statements, and areas requiring additional clinical explanation
- Apply established clinical documentation principles to support accurate and consistent medical record interpretation
AI Training & Clinical Content Evaluation
- Review and validate AI-generated clinical summaries, medical explanations, and documentation-related outputs
- Evaluate the clinical accuracy and reasoning quality of AI-generated interpretations of inpatient medical information
- Identify unsupported clinical statements, incomplete reasoning, and discrepancies between generated content and underlying records
- Provide detailed, actionable feedback to improve AI performance across clinical documentation and decision-support tasks
- Contribute subject-matter expertise to structured evaluation activities involving inpatient clinical reasoning and medical data quality
Clinical Quality Assurance & Research Collaboration
- Apply consistent clinical review standards and established project guidelines across medical documentation assessments
- Produce clear clinical analyses, chart review summaries, and structured evaluation feedback
- Communicate complex medical findings and documentation considerations through written reports and professional discussions
- Collaborate remotely with project stakeholders and multidisciplinary contributors on clinical research and evaluation assignments
- Support continuous improvement of clinical data accuracy, documentation quality, and specialised AI evaluation deliverables
Ideal Profile
- Doctor of Medicine (MD) or Doctor of Osteopathic Medicine (DO) credential
- Board certification in Internal Medicine, Pediatrics, or Hospital Medicine
- Substantial professional experience providing inpatient clinical care or practising as a hospital-based physician
- Current or recent hands-on inpatient or hospitalist experience, preferably within the past 2 years
- Strong expertise in patient assessment, clinical diagnosis, medical decision-making, and hospital-based care workflows
- Demonstrated ability to interpret complex medical records, clinical histories, and diagnostic information
- Experience reviewing physician documentation, inpatient progress notes, clinical assessments, and treatment plans
- Familiarity with structured clinical data, electronic health records, and healthcare interoperability formats such as FHIR
- Strong understanding of clinical documentation standards and the relationship between medical findings and documented diagnoses
- Ability to identify discrepancies, omissions, and unsupported statements within complex clinical records
- Excellent clinical reasoning, analytical judgement, critical-thinking, and problem-solving capabilities
- Experience with chart review, clinical documentation improvement, utilisation review, or medical coding quality assurance is advantageous
- Strong written and verbal communication skills, including the ability to explain sophisticated clinical concepts clearly
- Exceptional attention to detail and commitment to accurate, complete, and clinically relevant documentation
- Ability to evaluate medical information objectively and provide precise, constructive feedback
- Experience working with multidisciplinary healthcare teams or clinical quality improvement initiatives is beneficial
- Ability to work independently and contribute effectively within remote, technology-supported research environments
- Prior experience with AI training, model evaluation, or clinical AI applications is not required
Engagement Details
- Freelance / contract engagement
- Fully remote — United States
- Compensation: $100–$115/hour
- 50 available openings
- Specialised medical consulting role spanning inpatient clinical care, hospital medicine, clinical documentation, and AI training
- Work will involve medical record review, FHIR data interpretation, clinical reasoning assessment, documentation evaluation, and AI-generated content validation
- Assignments will draw on practical expertise in hospital-based patient assessment, diagnosis, clinical decision-making, and medical documentation
- Clinical evaluations will focus on the accuracy, completeness, and consistency of medical information and related documentation
- Collaboration will take place remotely with project stakeholders, clinical experts, and multidisciplinary contributors
- Prior experience working with AI systems is not required
- Work must be completed without using confidential or proprietary information belonging to any employer, client, institution, or other third party
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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