Physician and Surgeon AI Task Expert

About OpenTrain

OpenTrain AI is the hiring and contracting organization for this role and the #1 platform for finding and building careers in AI training and data labeling. We connect experts with opportunities to help shape how modern AI systems understand, reason about, and respond to real-world information.

Creating an OpenTrain account is free. Your profile can help you showcase relevant experience, discover matching projects, and build a durable portfolio in a fast-growing field.

About AI Training Work

AI training is the human side of building artificial intelligence. Expert contributors create examples, evaluate model outputs, and define what accurate, useful, and safe responses should look like.

In this role, your medical judgment will help assess whether AI-generated clinical content demonstrates sound diagnostic reasoning, appropriate treatment planning, accurate guideline interpretation, and effective clinical risk management.

The Role

OpenTrain is seeking a Physician and Surgeon AI Task Expert to create and evaluate complex clinical tasks for medical AI model training. You will work with high-difficulty medical content involving patient histories, laboratory results, imaging reports, symptoms, and treatment pathways.

The work includes developing technically accurate scenarios and gold-standard solutions that test diagnostic reasoning, multi-system treatment planning, medical guideline interpretation, clinical safety, nursing care, and care coordination. This is a remote, part-time contractor opportunity requiring 20 or more hours per week.

• Employment type: Contractor and part-time
• Time requirement: 20+ hours per week
• Work arrangement: Remote and worldwide
• Primary language: English
• Data type: Text
• Experience level listed for the project: Entry level

What You’ll Do

You will produce expert-level clinical tasks and solutions that are realistic, technically precise, and grounded in patient safety. You will also apply structured evaluation standards to assess the quality and practicality of clinical content.

The role requires independent quality ownership, careful calibration, and the ability to refine task designs based on feedback and milestone deadlines.

• Create clinical scenarios, patient charts, nursing interventions, interdisciplinary handoffs, and related medical assessments.
• Develop gold-standard solutions covering nursing care, clinical assessment, triage, care planning, patient education, and care coordination.
• Review diagnostic hypotheses and treatment pathways using complex clinical information.
• Apply rubrics and grading frameworks to evaluate accuracy, practicality, technical precision, patient safety, and adherence to current clinical guidelines.
• Synthesize patient histories, laboratory results, imaging reports, and symptoms into accurate clinical judgments.
• Incorporate calibration feedback and refine task designs to meet quality benchmarks.
• Maintain day-to-day quality ownership, work independently, and calibrate peer outputs.

Required Qualifications

This project requires advanced clinical training and recent practice. Applicants should meet the medical qualification, certification, and experience requirements below.

• MD, DO, or regionally equivalent medical qualification.
• Active or recent specialty board certification.
• Approximately 8 to 15 years of post-residency clinical practice in inpatient, outpatient, or surgical settings.
• Clinical activity within the last three years.
• Deep expertise in differential diagnosis, evidence-based treatment planning, medical guideline interpretation, and patient safety management.
• Strong written communication for clinical scenarios, evaluation rubrics, professional medical assessments, and gold-standard solutions.
• Ability to synthesize patient histories, laboratory results, imaging reports, and symptoms into accurate clinical judgments.
• Experience authoring or evaluating clinical management plans, diagnostic workups, consultation notes, case studies, scenarios, rubrics, or gold-standard solutions.

Helpful Background

Experience in AI evaluation, data annotation, content review, quality assurance, or a related analytical role is helpful but not required. A bachelor’s degree or equivalent practical experience is also accepted.

• AI evaluation or model-output review
• Data annotation or content quality assurance
• Clinical case study or scenario development
• Rubric design and expert assessment
• Professional medical writing

Why Work With OpenTrain

OpenTrain helps people start and grow careers in AI training and data labeling, including specialized work for professionals with deep subject-matter expertise. By contributing your clinical judgment, you can take part in shaping cutting-edge AI systems while building a record of meaningful training and evaluation work.

The project is designed for flexible, remote contribution, making it possible to fit AI training work around other professional commitments while contributing to important developments in medical AI.

• Work remotely from anywhere in the world.
• Contribute to advanced medical AI training and evaluation.
• Use your clinical expertise to improve accuracy and patient-safety standards.
• Build an OpenTrain profile and portfolio around specialized AI work.
• Choose a part-time contractor opportunity requiring 20+ hours per week.