The work
You will evaluate AI-generated clinical responses and create expert healthcare content. Your reviews will focus on clinical accuracy, safety, reasoning quality, clarity, and whether the response follows the prompt.
You will also write gold-standard answers, explain correct clinical reasoning, and compare multiple model responses to rank the safer and more accurate answer.
- Review AI-generated clinical answers for accuracy, safety, clarity, and prompt adherence.
- Find problems in assessment, diagnosis, differential diagnosis, test selection and interpretation, triage, and escalation decisions.
- Create prompts and gold-standard answers covering assessment, diagnosis, management, patient education, and documentation.
- Check for unsafe assumptions, missing contraindications, inappropriate tests or therapies, and bias.
- Assess medication management within scope, including contraindications, interactions, and monitoring plans.
- Compare and rank model responses for correctness, clarity, and patient-safety implications.
What it pays and takes
This is remote contractor work with part-time availability. The role is open to candidates in the countries listed below, subject to country-specific hiring availability.
- Pay: $40 to $90 per hour.
- Schedule: 20+ hours per week.
- Work arrangement: Remote contractor role.
- Open to 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.
- Language: C1 English proficiency.
- Required qualification: NP, APRN, or equivalent advanced practice nursing qualification.
- Required status: Active licensure or registration, or eligibility, in at least one jurisdiction.
- Required skills: Advanced clinical reasoning in differential diagnosis, triage, red-flag recognition, and escalation.
- Prior AI training, annotation, clinical documentation review, utilization review, guideline work, or healthcare editorial QA experience is strongly preferred.
- Helpful backgrounds include family, adult-gerontology, acute care, pediatric, psychiatric-mental health, women's health, neonatal, oncology, cardiology, emergency or trauma, ICU or critical care, perioperative, wound care, diabetes education, and community or public health advanced practice.
- You should be able to assess internal consistency, guideline alignment, setting appropriateness, and patient-safety implications.
How it works
Apply on OpenTrain with your resume, then complete the application on the hiring site. OpenTrain is where you find this role and start your application; it does not employ or pay you for the work.
About AI training work
AI training is the human work behind systems that generate and assess text, images, audio, and other content. People with clinical expertise review model outputs, identify risks, and create reliable examples so AI systems can produce safer and more useful responses. OpenTrain helps people find these projects, build a profile, and apply in minutes.