Medical AI Clinical Reasoning Evaluator

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. It helps people discover projects across the industry, build a professional profile, and apply in minutes. Creating an OpenTrain account is free.

• Work directly with OpenTrain AI as a remote contractor.
• Build experience in a fast-growing field at the intersection of medicine and artificial intelligence.
• Create a profile that showcases your AI training and data-labeling work.

About AI Training Work

AI training is the human side of building artificial intelligence. Medical experts help evaluate whether AI systems produce sound, useful, and appropriately nuanced responses by applying the judgment and standards used in real clinical practice.

• Contribute expert feedback that helps shape how advanced AI systems reason about medical problems.
• Use your clinical knowledge in flexible, remote work that can fit around other commitments.
• Help researchers identify where AI systems need stronger medical knowledge or reasoning.

The Role

OpenTrain AI is recruiting a Medical AI Clinical Reasoning Evaluator for a remote contract engagement. You will bring active clinical expertise to the assessment of medical reasoning and decision-making, helping research teams understand whether model outputs reflect the complexity and nuance required in clinical practice.

The engagement is initially one month, with potential extensions based on performance and fit. Scheduling is flexible, with availability of 20 or more hours per week and up to 30 hours per week. Compensation is not disclosed.

• Role: Medical AI Clinical Reasoning Evaluator
• Work arrangement: Remote contract engagement
• Schedule: Flexible, 20 to 30 hours per week
• Initial term: One month, with potential extensions
• Language: English
• Geography: Worldwide

What You'll Do

You will design systematic evaluation frameworks for medical AI systems and create realistic clinical scenarios that test reasoning and decision-making. You will also develop assessment methods that capture the nuance of clinical practice and support consistent evaluation.

Your work will include reviewing model behavior against realistic clinical problems and evidence-based standards, identifying gaps in medical knowledge and reasoning, and collaborating with AI researchers to improve model performance.

• Design evaluation frameworks for medical AI systems.
• Create realistic clinical scenarios that test AI reasoning and decision-making.
• Develop assessment methods that reflect the nuance of clinical practice.
• Evaluate model behavior against clinical problems and evidence-based standards.
• Identify meaningful gaps in AI medical knowledge and reasoning.
• Explain clinical judgments and assessment results clearly to research collaborators.

Requirements

You must be a licensed physician who is currently in active clinical practice. The role requires experience with clinical decision-making and evidence-based medicine, as well as the ability to evaluate complex medical reasoning and identify important gaps.

• Active physician licensure and current clinical practice.
• Experience applying clinical decision-making and evidence-based medicine.
• Ability to assess clinical reasoning and identify gaps in medical knowledge.
• Ability to design realistic clinical scenarios and evaluation frameworks.
• Strong analytical skills for examining medical reasoning.
• Clear communication skills for explaining complex clinical judgments and assessment results.
• Interest in how AI can support clinical practice.

Helpful Clinical Background

Experience in the following areas can provide useful perspective when evaluating varied medical scenarios. Critical thinking and problem-solving skills are valuable for assessing model decisions across complex clinical contexts.

• Public health
• Pediatrics
• Emergency medicine
• Obstetrics and gynecology
• Gynecological oncology

How to Apply Through OpenTrain

Create a free OpenTrain account, complete your profile, and apply in minutes. Your clinical expertise can help improve how AI systems approach medical problems while giving you experience in an emerging area of technology work.

• Apply remotely through OpenTrain AI.
• Highlight your physician licensure, active practice, and clinical decision-making experience.
• Showcase relevant medical and AI training experience as your career develops.