The work
You will help evaluate and improve legal AI systems through litigation-focused review. The work uses simulated disputes, legal analysis, argument construction, case law, and procedural questions.
You will turn your legal judgment into clear feedback that explains what an AI response got right, where its reasoning is weak, and how the analysis could improve.
- Review AI responses to litigation scenarios for legal accuracy, reasoning, clarity, and procedural fit.
- Spot issues, analyze legal questions, and construct persuasive legal arguments.
- Create evaluation frameworks and grading criteria for legal AI tasks.
- Contribute to guidelines, datasets, and practices for AI-driven legal work.
- Work with research and product teams on legal AI evaluation.
What it pays and takes
English fluency is required. Candidates can apply from the countries listed below, subject to the role requirements.
- Pay: $80 to $170 per hour.
- Work type: Part-time contract.
- Location: Open to candidates in Algeria, Argentina, Austria, Bahrain, Bangladesh, Belgium, Brazil, Canada, Chile, Colombia, Denmark, Egypt, France, Germany, Ghana, Greece, India, Indonesia, Italy, Japan, Jordan, Kazakhstan, Kenya, Kuwait, Kyrgyzstan, Lebanon, Malaysia, Mexico, Morocco, the Netherlands, Nigeria, Oman, Pakistan, Palestinian Territories, Peru, the Philippines, Portugal, Qatar, Saudi Arabia, Singapore, South Africa, Spain, Sri Lanka, Switzerland, Taiwan, Thailand, Tunisia, the United Arab Emirates, the United Kingdom, the United States, Uzbekistan, and Vietnam.
- Language: Professional fluency in English.
- Education: J.D. from an ABA-accredited law school. An LL.M.-only qualification or a qualification from outside the U.S. does not meet this requirement.
- Licensure: Active admission to practice law in at least one U.S. jurisdiction.
- Practice: Active practice in litigation, corporate law, real estate, bankruptcy, or compliance.
- Core skills: Legal research, legal writing, motion practice, case strategy, analysis, communication, and precise feedback for AI systems.
- Helpful experience: Judicial clerkship, law school teaching or lecturing, law journal or law review editing, or work with AI, legal technology, or training programs.
How it works
You apply here in about two minutes and finish on the hiring platform. The next step is a short AI interview (technical roles include a coding challenge). Passing it is how you qualify for paid tasks, so take it soon after you are invited.
About AI training work
AI training is the human work behind systems that learn from examples, including reviewing written answers and rating model responses. Legal specialists are needed to judge whether AI-generated work is accurate, well reasoned, and useful in real professional settings.