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Litigation Attorney for AI Training and Review

80–140/hr
Remote
Posted July 26, 2026
contract
50 openings

Overview

A remote, US-only role for practicing litigators who want to contribute to a customer project at the intersection of law and emerging technology. You’ll apply your litigation experience to train next-generation AI systems, shaping how models learn and reason through real-world inputs. No AI background required; your domain expertise matters. You’ll review AI outputs for accuracy, provide written feedback, and draft legal material to broaden model understanding. Expect asynchronous collaboration with a cross-functional team and clear, precise written communication. Bold keywords: legal reasoning, litigation, analytical rigor, legal writing.

What You'll Do6

  • 1Evaluate and refine AI-generated legal content such as briefs, arguments, and memos using your litigation experience.
  • 2Assess AI outputs for factual and legal accuracy, ensuring alignment with professional standards.
  • 3Provide detailed written feedback that highlights errors, logical gaps, and improvement areas in legal responses.
  • 4Offer expert judgment on ambiguous edge cases to help calibrate models for nuanced legal issues.
  • 5Draft or revise sample legal language and arguments to expand model coverage across litigation scenarios.
  • 6Collaborate asynchronously with a cross-functional team, integrating feedback and delivering precise written updates.

Requirements6

  • 1Juris Doctor from an ABA-accredited US law school and an active license in good standing in at least one jurisdiction.
  • 23–15 years of post-JD legal practice, with preference for trial, appellate, or general litigation specialties.
  • 3Judicial clerkship experience at federal or state level is highly valued.
  • 4Proven academic writing ability; experience as a law review editor or published author is a plus.
  • 5Strong ability to communicate complex legal concepts clearly and professionally.
  • 6Experience in teaching or training in a legal setting (faculty, adjunct, lecturer, or fellow) is desirable.

Who Should Apply

The ideal candidate is a licensed US attorney with substantial trial or appellate experience and a track record in clear legal writing. This role fits someone who enjoys precise feedback on complex material and can articulate nuanced legal ideas for machine learning inputs. It may be less suitable for lawyers without litigation background or those not comfortable with asynchronous collaboration. Candidates without strong writing samples or prior teaching exposure may score lower on fit, and those who lack familiarity with federal or appellate practice could face a steeper learning curve.

Salary Insight

Pay ranges from 80 to 140 per hour and is discussed during the placement process.

Location

TypeRemote
LocationRemote
This is a remote position

Required Skills

Legal ReasoningLitigation & Practice ExpertiseAnalytical RigorCalibration in Ambiguous CasesLegal WritingCommunication Precision

Application Tip

Highlight a published writing sample or past appellate brief and describe a concrete instance where you identified a legal flaw and proposed a corrective change to improve an argument.

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