# Emergency Medicine Physician (AI Clinical Evaluation)

> Gramian Consulting Group · United States (Remote) · Contract · Posted 2026-10-31

**Workplace:** remote

**Department:** Partnerships

## Description

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.

**Role Overview**

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**. You will assess 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.

**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.

## Requirements

-   **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.

## Apply

[Apply at Gramian Consulting Group](https://apply.workable.com/gramian/j/2A804B58F7/apply)

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