Gramian Consulting Group
Hospitalist Physician - Clinical Documentation & AI Evaluation

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About Gramian
Gramian Consultancy is a boutique consultancy specializing in IT professional services and engineering talent solutions. With a strong background in software engineering and leadership, we help companies build high-performing teams by matching them with professionals who truly fit their needs.
About the Role
We are 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. Your medical expertise will help identify documentation gaps, validate clinical claims against source records, and improve the quality of AI-generated outputs. No prior AI experience is required.
Reasons to use Rodeo
I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?
Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.
Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.
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Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.
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Why you're a good match
You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.
Experience fit
Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.
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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.


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Requirements
- 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.
- Ability to interpret clinical notes and structured medical record data.
- Excellent attention to detail and the ability to apply review guidelines consistently.
- Strong written communication skills and the ability to explain clinical findings clearly.
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