[Hiring] General Clinician @the Opportunity

Role Description

We are seeking residency-trained physicians across specialties to contribute clinical expertise to the development and evaluation of advanced AI systems. This is a non-clinical role focused on applying physician-level judgment to clinical AI evaluation, structured annotation, grading-criteria development, and challenging medical reasoning tasks. There is no direct patient care and no responsibility for live diagnosis.

You’ll join a shared expert pool and may be matched with different clinical workstreams based on your specialty, availability, and project needs.

What You’ll Do

• Develop grading criteria that break clinical questions and ideal answers into clear, objective, checkable standards.
• Evaluate clinical dialogues for accuracy, safety, completeness, appropriate uncertainty, and escalation guidance.
• Annotate clinical reasoning, including relevant differentials, reasoning pathways, and why particular conclusions are supported or rejected.
• Review AI outputs for hallucinated findings, dangerous omissions, unsupported certainty, and clinically unsafe recommendations.
• Develop specialty guidelines covering standards of care, edge cases, and evaluation criteria.
• Create difficult clinical questions and scenarios designed to test the limits of current AI reasoning.
• Provide structured written feedback that can be understood and applied consistently by broader evaluation teams.

Workstream assignments may range from shorter dialogue reviews to longer grading-criteria development and clinical reasoning tasks. Specific throughput expectations will depend on the project.

Qualifications

• MD or DO with completed residency training in any specialty.
• Active, unrestricted medical license in your country of practice.
• 2+ years of post-residency clinical experience, whether currently practicing or previously practicing.
• Strong ability to write structured clinical rationale clearly and logically.
• Fluency in written and spoken English.
• Ability to commit at least 20 hours per week, with flexibility to concentrate hours when projects are time-sensitive.

Requirements

• Board certification in your specialty (preferred).
• U.S. medical licensure and familiarity with U.S. clinical guidelines and standards of care (preferred).
• Background in primary care, internal medicine, emergency medicine, hospital medicine, or another specialty involving broad clinical presentations (preferred).
• Experience with clinical annotation, medical education, AI evaluation, medical question writing, or related work (preferred).
• Experience developing grading criteria, assessing residents, or contributing to clinical guidelines (preferred).
• Published research or sustained technical writing experience, with a sample available if requested (preferred).

Benefits

• Fully remote and worldwide.
• Independent contractor engagement.
• Flexible scheduling, subject to project requirements.
• Minimum commitment of 20 hours per week.
• Workstreams may be extended, shortened, or concluded as project needs change.
• Projects are non-clinical and do not involve direct patient care.
• Payments are made weekly through Stripe or Wise based on services rendered.
• H-1B and STEM OPT candidates are not supported for this opportunity.

Skills

• Clinical Evaluation
• Structured Annotation
• Grading Criteria Development
• Medical Writing
• AI System Evaluation
• Project Coordination
• English Proficiency