Remote | Inpatient Care Physician; MD

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.

• 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

• 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

• 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

• 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

• 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

• 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…