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Job description
About OpenTrain
OpenTrain AI is the hiring and contracting organization for this role. OpenTrain is the #1 platform for finding and building careers in AI training and data labeling, helping contributors discover projects, build a professional profile, and apply in minutes. Creating an OpenTrain account is free.
Work on cutting-edge projects that help improve how modern AI systems reason and respond.
Build experience in a rapidly growing field that connects medical expertise with artificial intelligence.
About AI Training Work
AI training is the human side of building artificial intelligence. Medical experts review model-generated content, identify errors and safety risks, compare answers, and create high-quality examples that help AI produce more accurate and responsible clinical responses.
Use your clinical judgment to shape the quality and safety of AI systems.
Contribute remotely with flexible, part-time contract work that can fit around other professional commitments.
The Role
OpenTrain is seeking a Medical Doctor with specialist training and substantial clinical experience to review AI-generated clinical responses and create expert medical content. You will evaluate accuracy, safety, differential diagnosis, red-flag recognition, test interpretation, treatment planning, and the quality of written clinical reasoning across medical use cases.
This is an expert-level, text-focused role for a clinician who can provide precise feedback and gold-standard answers in English. The work requires careful judgment about unsafe recommendations, contraindications, escalation decisions, and internal consistency.
Role type: Part-time contractor
Time commitment: 20+ hours per week
Pay: $150 USD per hour
Data type: Text
Primary language: English
Experience level: Expert
What You’ll Do
You will assess clinical model outputs against high standards for correctness, clarity, safety, and adherence to the prompt. Your evaluations and written explanations will help improve AI reasoning across clinical scenarios.
Review AI-generated clinical answers for accuracy, clarity, safety, and prompt adherence.
Identify problems in differential diagnosis, triage, risk stratification, and escalation decisions.
Fact-check medical information and produce high-quality explanations and model solutions.
Compare multiple responses and rate them according to correctness and reasoning quality.
Develop prompts and gold-standard answers across topics aligned with your specialty.
Test AI outputs for unsafe recommendations, bias, and internal consistency.
Prioritize can’t-miss conditions when assessing differential diagnoses.
Evaluate outpatient, observation, and admission decisions through clinical risk stratification.
Interpret diagnostic tests using pre-test probability and clinical context.
Review recommendations for contraindications, red flags, and other patient safety concerns.
Requirements
Applicants must bring advanced clinical expertise and strong written communication skills. Prior experience with AI data training or healthcare content review is preferred but not required unless stated below.
MD or DO with completed specialty training and board eligibility or certification.
At least 5 years of post-training clinical experience in a specialty setting.
Advanced clinical reasoning in diagnosis, triage, and treatment planning.
Advanced differential diagnosis and prioritization of can’t-miss conditions.
Strong clinical safety judgment regarding unsafe recommendations, contraindications, and red flags.
Ability to interpret diagnostic tests using pre-test probability and context.
Careful attention to detail when reviewing clinical content and patient safety issues.
Minimum C1 English proficiency with strong written medical explanation skills.
Experience comparing AI-generated clinical answers for correctness and safety.
Experience with AI data training, guideline work, utilization review, clinical documentation review, or healthcare editorial quality assurance is strongly preferred.
Location And Contract Details
This remote contract opportunity is listed for candidates in Bangladesh, Bhutan, Brazil, Cambodia, Germany, India, Indonesia, Malaysia, Nepal, Pakistan, Singapore, Sri Lanka, Thailand, the Philippines, the United States, Timor-Leste, and Vietnam. The role is not listed as worldwide.
Remote contract work
Part-time schedule with a commitment of 20+ hours per week
Hourly compensation of $150 USD
English-language clinical review and content creation
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Who can apply
Review the original listing for work authorization, qualifications and employer requirements.