[Hiring] Emergency Medicine AI Clinical Reasoning Consultant @24-MAG

Role Description

We are sharing a specialised part-time consulting opportunity for Emergency Medicine professionals experienced in acute care, triage, resuscitation, undifferentiated presentations, procedural decision-making, disposition planning, and structured medical evaluation. This role supports current and upcoming remote consulting opportunities focused on AI emergency care reasoning evaluation, acute clinical scenario design, healthcare response review, evidence-based assessment, and high-quality project execution. Selected professionals will create clinically realistic emergency medicine prompts, evaluate AI-generated medical responses, assess reasoning quality against evidence-based standards, and provide structured written feedback based on detailed evaluation criteria.

Key Responsibilities

• Emergency Medicine Scenario Design
  • Design clinically realistic prompts and acute care scenarios based on Emergency Medicine practice.
  • Develop scenarios involving triage, undifferentiated chief complaints, resuscitation, procedural sedation, and disposition decisions.
  • Create high-quality reference responses that reflect attending-level clinical judgment and evidence-based emergency care reasoning.
  • Support varied healthcare evaluation tasks across urgent, emergent, and complex patient-care contexts.
• AI Emergency Care Response Evaluation
  • Review AI-generated medical responses for clinical accuracy, reasoning quality, completeness, and patient-care relevance.
  • Evaluate whether responses appropriately address acuity, differential diagnosis, risk stratification, stabilization priorities, and disposition planning.
  • Identify unsupported claims, missing clinical nuance, unsafe recommendations, weak reasoning, or incomplete emergency assessment.
  • Grade responses against structured rubrics and project-specific evaluation criteria.
• Structured Medical Feedback & Quality Control
  • Provide clear, precise, and evidence-based written feedback on AI-generated emergency care outputs.
  • Explain assessment decisions with professional judgment, consistency, and attention to acute care standards.
  • Follow detailed task instructions and apply clinical review criteria accurately.
  • Participate in onboarding, calibration, or specialty alignment activities when required.

Qualifications

• Professional expertise in Emergency Medicine, acute care, emergency department workflows, or urgent patient evaluation.
• Strong clinical reasoning skills across triage, diagnosis, stabilization, treatment planning, and disposition decisions.
• Ability to evaluate medical written outputs with accuracy, urgency-aware judgment, and attention to patient-care implications.
• Strong written communication skills and ability to provide structured, well-supported feedback.
• Comfort applying detailed rubrics, clinical guidelines, and evaluation criteria consistently.
• Ability to work independently in a remote, asynchronous, project-based environment.
• Strong attention to detail and ability to complete high-quality review work within project timelines.

Requirements

• Attending physicians should be board certified with a current, active, unrestricted medical license.
• Resident physicians should be in their final year of Emergency Medicine residency or recently graduated and board-eligible.
• Fellows should be board-certified or board-eligible in their primary specialty and hold a current, active, unrestricted medical license where applicable.
• Emergency Medicine, Emergency Medicine/Internal Medicine, and Emergency Medicine/Pediatrics dual-boarded backgrounds may be especially relevant.
• Professional experience in emergency care, medical direction, acute care systems, medical education, healthcare quality review, clinical documentation, research, or guideline-based assessment is highly relevant.

Nice to Have

• Experience designing clinical cases, patient scenarios, medical exams, teaching materials, or board-style questions.
• Familiarity with emergency medicine guidelines, triage systems, resuscitation frameworks, procedural sedation standards, and disposition planning.
• Experience reviewing medical documentation, clinical recommendations, emergency care workflows, or healthcare-related written content.
• Comfort identifying clinical reasoning gaps, unsafe recommendations, unsupported conclusions, or missing acute care considerations.
• Experience participating in calibration sessions, peer review, medical education, quality improvement, or structured assessment workflows.

Benefits

• Apply Emergency Medicine expertise to structured remote project work.
• Contribute to high-quality AI emergency care reasoning evaluation and healthcare response review.
• Use triage judgment, acute care reasoning, resuscitation knowledge, and evidence-based decision-making in a focused review environment.
• Work on flexible assignments aligned with clinical expertise and written evaluation strengths.
• Remote structure with competitive hourly compensation.

Contract Details

• Independent contractor role.
• Fully remote with asynchronous project work.
• Eligible professionals may be based in approved project locations, including Canada and the United States, depending on project needs.
• Part-time commitment, with workload depending on project availability and onboarding status.
• Competitive rates of $100–$150 per hour depending on expertise, seniority, emergency medicine background, and project scope.
• Weekly payments via Stripe or Wise.
• Projects may be extended, shortened, or adjusted depending on scope and performance.
• Work will not involve access to confidential or proprietary information from any employer, client, or institution.

About the Platform

This opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.

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