About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. We help people discover projects, build a unified portfolio of AI training work, and grow durable freelance careers teaching AI systems how to understand real-world data.

OpenTrain AI is the hiring and contracting organization for this role. Work is 100% remote and structured as part-time contractor work.

Why AI Training in Healthcare Matters

AI models rely on carefully curated human examples to learn safe, accurate medical knowledge. Healthcare-focused annotation and review directly shape how clinical tools interpret documentation, support clinicians, and protect patient safety.

This role puts experienced healthcare contributors on the front lines of how tomorrow’s clinical AI systems behave—while offering flexible, remote work that fits around other commitments.

• Work that affects clinical-quality AI outputs and patient-facing workflows
• Flexible, remote, part-time work suitable for clinicians, clinical support, and medical operations professionals

The Role

As a Medical / Healthcare AI Trainer you will review healthcare-related data, clinical documentation, and care workflow materials for accuracy and consistency. You will use your real-world clinical knowledge to identify gaps, clarify ambiguous information, and produce structured summaries that improve healthcare-related processes.

This is contract, part-time work for people who can apply medical operations or patient care experience to careful document review and evaluation tasks.

What You'll Do

• Review healthcare data, clinical records, and workflow materials for accuracy and consistency
• Interpret patient care scenarios, medical terminology, and applicable compliance or documentation requirements
• Identify documentation gaps, inconsistencies, and items that need clarification
• Prepare clear, structured summaries of healthcare concepts and information
• Apply strong attention to detail when evaluating clinical information and documentation
• Support process and workflow improvement work tied to healthcare operations
• Perform evaluation and rating tasks and produce text summarizations on document data

Requirements

You must bring healthcare domain experience and strong documentation skills. Prior AI or annotation experience is not required.

• Background in healthcare, medical operations, clinical support, or patient care
• Comfort interpreting medical terminology and patient care scenarios
• Familiarity with healthcare regulations, compliance standards, and documentation practices
• Strong attention to detail and ability to write clear, structured summaries
• Clear communication, interpersonal, analytical, and organizational skills
• Ability to work efficiently in a remote environment
• English language fluency required

Schedule, Pay, and Task Details

This is part-time contractor work with a recommended commitment of 20+ hours per week. Pay is hourly, between USD 15 and 25 per hour depending on task and performance. Work is document-focused: you will evaluate and rate documents and produce text summarizations as specified by task guidelines.

• Employment type: Contractor, Part-time
• Hours: 20+ hours/week (flexible scheduling)
• Pay: USD 15–25 per hour (pay-per-hour)
• Data type: Document review; main label types: Evaluation/Rating and Text Summarization
• Worldwide remote work is accepted; English required
• No prior AI training experience required

Who Should Apply & Next Steps

This role is a strong fit for clinicians, nurses, medical coders, clinical operations staff, or others with hands-on healthcare experience who want flexible, remote work contributing to AI systems.

To apply, create an OpenTrain account (free), complete your profile with healthcare experience, and submit your application. OpenTrain will share task details and how to get started if you are selected.