Litigation Attorney (English) Legal Reasoning AI Training

The work

You will use your legal judgment to create difficult, gradable problems from realistic legal scenarios and supporting materials. You will also explain the correct analysis and set clear standards for evaluating answers.

The work includes reviewing tasks created by other attorneys and identifying legal errors, unclear reasoning, or problems that cannot be graded reliably.

- Build complex legal reasoning tasks from legal practice scenarios.

- Write the correct legal analysis and explain the reasoning behind the conclusion.

- Define objective criteria so another attorney can reach the same assessment.

- Review other attorneys' tasks for legal accuracy and sound reasoning.

- Flag tasks that are ambiguous or cannot be graded reliably.

What it pays and takes

This is flexible, project-based contractor work designed to fit around an existing legal practice. The role is remote for U.S.-licensed attorneys.

- 0 to qajobsboard.com50 per hour equivalent, paid per task that meets the project specifications.

- Part-time contractor work with a flexible project-based arrangement.

- Open to U.S.-licensed attorneys.

- J.D. and an active U.S. bar license in good standing.

- Three to fifteen years of active practice in litigation, corporate, real estate, bankruptcy, compliance, or another relevant legal area.

- Strong legal research, issue spotting, fact-pattern analysis, and written reasoning skills.

- English proficiency at C1 level or above.

- Ability to distinguish defensible legal conclusions from unsupported or ambiguous answers.

Helpful background

A judicial clerkship, law school teaching or legal instruction, law review or journal editorial work, or previous legal AI or legal data project experience can be useful. Seasoned litigation experience is especially relevant, but prior AI experience is not required.

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.

The hiring platform's application for this job asks for your resume, your professional profile, your phone number, your location and answers to 7 screening questions.

About AI training work

AI training work uses examples and human evaluations to help AI systems produce better results. Legal professionals contribute by creating reliable examples, explaining sound reasoning, and judging whether model answers follow the relevant authority.