[Hiring] Emergency Medicine Physician @Gramian Consulting Group

Role Description

We are looking for an experienced Emergency Medicine Physician to contribute to an AI training and evaluation project focused on high-fidelity clinical reasoning, emergency decision-making, longitudinal chart review, and patient safety.

The role involves:

• Creating and reviewing complex emergency-medicine scenarios, clinical tasks, long-chart cases, gold-standard answers, and evaluation rubrics.
• Assessing whether outputs reflect sound emergency medicine judgment, appropriate prioritization, safe disposition, accurate documentation, and evidence-aligned clinical decisions.

CONTRACT: Contractor assignment, 12 weeks

COMMITMENT: Part-time or Full-time (20-40h/week)

LOCATIONS: Remote - USA

PROCESS: The selection will be made based on an online questionnaire and resume/education/certification

NOTES: Candidates must be fully licensed and actively practicing medicine in the US.

Qualifications

• MD or DO with active US medical license.
• Board certification or board eligibility in Emergency Medicine.
• Approximately 8+ years of professional Emergency Medicine experience.
• Current or recent clinical practice within the last 3 years.
• Strong experience with emergency assessment, stabilization, diagnosis, treatment, and disposition.
• Strong clinical reasoning and ability to synthesize complex or fragmented medical records.
• Experience reviewing clinical documentation and identifying missing, unsafe, or inconsistent actions.
• Strong written communication and ability to produce clear, clinically defensible reasoning.

Key Responsibilities

• Develop high-difficulty Emergency Medicine clinical cases and benchmark tasks.
• Create realistic scenarios involving triage, stabilization, diagnostics, treatment, disposition, and handoffs.
• Review fragmented or longitudinal medical records and identify important trends, contradictions, omissions, and safety risks.
• Evaluate AI-generated clinical outputs for accuracy, patient safety, practical applicability, and quality of reasoning.
• Produce gold-standard answers and clinically defensible reference solutions.
• Apply structured rubrics to score medical reasoning, terminology, documentation, and safety.
• Review emergency decision-making involving differential diagnosis, escalation, treatment priorities, and discharge/admission decisions.
• Evaluate transitions of care and EMS / paramedic handoffs where relevant.
• Incorporate calibration feedback and refine tasks through iterative review cycles.
• Support quality calibration and review of other contributors' work where appropriate.