Apply your U.S. healthcare law expertise to evaluate legal AI outputs, review regulatory materials, and strengthen model reasoning. This remote contractor role offers approximately 20 hours per week for 1-3 months at $140-$400 per hour.
Legal & Finance
100% Remote Hourly · $140–$400/hr
$140–$400/hr
Compensation
Worldwide
Eligibility
Entry
Experience
Aug 5, 2026
Posted
Open worldwide
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Remote opportunities across the growing AI training industry
A profile for showcasing relevant skills and project experience
Flexible work that can fit alongside other professional commitments
About AI Training Work
AI training is the human side of building modern artificial intelligence. Experts review documents, assess model responses, write examples, and provide feedback that helps AI systems become more accurate, clear, and useful.
In this role, your healthcare legal judgment will help guide models on complex regulatory topics and realistic legal scenarios. Prior AI training experience is not required.
Contribute directly to the improvement of emerging AI systems
Use specialized professional knowledge in practical evaluation work
Work remotely with an estimated part-time schedule
The Role
OpenTrain is seeking a Healthcare Legal AI Training Attorney to support the development of AI systems through expert review of healthcare legal materials and model responses. You will apply practical knowledge of U.S. healthcare law to documents, regulatory content, sample legal writing, and realistic legal scenarios.
The engagement is a remote contractor opportunity for approximately 20 hours per week over 1-3 months. Advertised compensation is $140-$400 per hour.
Role: Healthcare Legal AI Training Attorney
Work arrangement: Remote contractor
Expected workload: About 20 hours per week
Estimated duration: 1-3 months
Advertised pay: $140-$400 per hour
What You'll Do
You will review and create healthcare legal content used to evaluate and improve AI behavior. Your work will combine document analysis, legal writing, model evaluation, and detailed feedback.
You will also help translate emerging healthcare law trends and real-world legal challenges into practical scenarios and project input.
Analyze, review, and annotate healthcare legal documents and regulatory materials
Draft and critique content addressing healthcare compliance, fraud and abuse, patient privacy, telemedicine, and related issues
Evaluate model outputs for legal accuracy, clarity, U.S. healthcare law, and ethical standards
Provide detailed written feedback to strengthen legal reasoning
Identify emerging healthcare law trends and turn them into relevant project input
Clarify complex legal concepts through written and verbal collaboration
Contribute realistic healthcare legal scenarios and use cases
Required Qualifications
This role requires substantial healthcare legal expertise and the ability to produce careful, accurate analysis of regulatory and compliance issues. Candidates must hold a Juris Doctor degree and an active license to practice law in the United States.
Significant experience advising on healthcare law, compliance, and regulatory matters is required, including working knowledge of HIPAA, the Stark Law, and the Anti-Kickback Statute.
Juris Doctor degree
Active U.S. license to practice law
Significant healthcare law, compliance, and regulatory experience
Working knowledge of HIPAA, the Stark Law, and the Anti-Kickback Statute
Strong written and verbal communication
Careful attention to legal accuracy and detail
Helpful Background
Experience with healthcare policy analysis, contract drafting, or healthcare regulatory review is valuable. Familiarity with healthcare operations, risk management, or clinical practice environments is also helpful.
Interest in emerging technologies, legal innovation, or AI-driven projects is welcome. Direct experience with AI training is not required.
Healthcare policy analysis
Contract drafting
Healthcare regulatory review
Healthcare operations or risk management experience
Familiarity with clinical practice environments
Interest in legal technology or AI-driven projects
How the Engagement Works
This part-time contract engagement is designed for attorneys who can apply healthcare legal expertise to AI evaluation and improvement. The work is remote and has an estimated commitment of 20 or more hours per week for 1-3 months.
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