Hospitalist Physician - Clinical Documentation & AI Evaluation

About the role

Gramian Consultancy, a boutique consultancy for IT professional services and engineering talent solutions, is seeking experienced Hospitalist Physicians to support the training and evaluation of next-generation AI systems focused on inpatient medicine and clinical documentation. You will review medical records, structured FHIR data and clinical notes to verify the accuracy and consistency of clinical information, helping to identify documentation gaps and validate clinical claims against source records. No prior AI experience is required.

Key responsibilities

• Review medical records, including FHIR data, structured clinical information and narrative clinical notes.
• Verify that clinical claims and extracted information are supported by the source medical record.
• Evaluate inpatient documentation, including History of Present Illness (HPI), Past Medical History (PMH), assessments and treatment plans.
• Identify missing, inaccurate, contradictory or inconsistent clinical information.
• Apply established review guidelines and documentation standards consistently.
• Provide clear, evidence-based feedback to improve AI model performance and clinical data quality.
• Document findings accurately and communicate review outcomes to the project team.

Required profile

• MD or DO degree.
• Board certification in Internal Medicine, Pediatrics or Hospital Medicine, as applicable to the candidate's specialty and credentials.
• Current or recent inpatient or hospitalist clinical experience within the past two years.
• Strong understanding of inpatient care, hospital workflows and clinical documentation standards.
• Excellent attention to detail and strong written communication skills.