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Healthcare Legal AI Training Attorney

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.

OpenTrain AI

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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About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. It connects qualified contributors with opportunities to help develop artificial intelligence, while giving them a place to build a profile and grow their experience.

Creating an OpenTrain account is free, and candidates can apply to relevant projects in minutes.

  • 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.

Create your free OpenTrain account to build your profile and apply for this opportunity.

  • Remote work
  • Part-time contractor engagement
  • Approximately 20 hours per week
  • 1-3 month estimated project duration
  • Apply through OpenTrain

Ready to apply?

Create a free OpenTrain account and apply for this role in minutes.

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