Healthcare Medical Reviewer (Licensed MD)

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. We connect skilled contributors with meaningful work that directly shapes how modern AI systems behave, and OpenTrain AI is the hiring and contracting organization for this role.

We make specialized AI training work easier to track, apply for, and grow into a durable freelance career — build a profile, discover projects, and apply in minutes. Creating an OpenTrain account is free.

About AI training in healthcare

AI training (data labeling / annotation) is the human side of model development: clinicians and other experts review examples, correct outputs, and teach models to reason reliably about medical topics. This work is remote, flexible, and directly influences how healthcare-focused AI systems answer questions and provide guidance.

Healthcare-focused annotation needs domain experts to verify accuracy, point to relevant evidence, and explain real-world clinical workflows so models learn clinically sensible reasoning.

The role

OpenTrain AI is recruiting a licensed medical doctor to review written healthcare content and AI-generated responses for clinical accuracy and quality. This is a flexible, remote contract engagement with an approximate commitment of 10 hours per week.

You will work with a small group of subject-matter experts to provide clear, evidence-informed feedback, identify useful reference material, and share practical insight into clinical workflows and standards that help AI systems reason more reliably about healthcare topics.

What you'll do

• Review healthcare writing and AI-generated answers for clinical accuracy and quality.
• Answer domain-specific medical questions with clear, well-reasoned feedback.
• Identify relevant reference material from medical literature and clinical guidelines.
• Share practical insight into real clinical workflows, tools, and standards.
• Collaborate with a small group of other subject matter experts to align feedback.

Requirements

• Licensed medical doctor (MD or equivalent) with clinical practice experience.
• At least 2 years of professional clinical experience.
• Comfort using and citing medical literature and clinical guidelines (for example, PubMed, UpToDate).
• Ability to review medical content for accuracy and provide clear, evidence-based reasoning.
• Professional working English and reliable availability for about 10 hours per week.
• Based in the United States (U.S. residency required).
• Comfort using everyday AI tools such as ChatGPT; prior teaching/supervising or medical education experience is a plus.

Compensation & logistics

This is a contract, part-time engagement. Pay is hourly at $90–$100 USD per hour. The role is remote and requires roughly 10 hours of availability each week.

Work focuses on text review and evaluation tasks (label types include evaluation/rating and question-answering). OpenTrain AI hires and manages the engagement directly.

Who should apply

Apply if you are a practicing or recently practicing MD who wants flexible, part-time work that leverages clinical judgment to improve AI systems. This role is well suited to clinicians who enjoy teaching, writing clear explanations, and working with evidence-based resources.

You do not need prior annotation experience, but familiarity with clinical literature and clear written reasoning is essential.

How to apply

Create a free OpenTrain account, complete your profile, and submit your application for this Healthcare Medical Reviewer role. OpenTrain AI will review applications and contact qualified candidates with next steps.

If selected, you will onboard as a contractor, receive project instructions, and collaborate with a small expert team to begin reviewing and improving AI-generated clinical content.