AI training contract
Litigator / Practicing Attorney (US)
Legal · USD 80-140 an hour. · 50 openings
Litigator / Practicing Attorney (US) is contract work for micro1, reviewing and correcting what AI models produce in legal. The output of the job is expert judgement written down: a model gives an answer, someone who knows the subject decides whether it is right and explains why.
What it requires. This role is gated on us law expertise. Applications without it are not considered, and the requirement is stated here because the original advert usually carries it well below the rate.
What it pays. USD 80 to USD 140 an hour, as published by micro1. Rates in this category track how rare the credential is rather than how hard the work is.
Where. The listing states United States only.
micro1 lists 50 openings on this role.
Skills named: Legal Reasoning, Litigation & Practice Expertise, Analytical Rigor, Calibration in Ambiguous Cases, Legal Writing, Communication Precision.
Applications are made on micro1, not here. WFA Digital is independent of micro1 and may receive a referral fee if you are hired, at no cost to you.
Full listing, as published by micro1
Role Title: Litigator / Practicing Attorney Role Type: Contractor Location: Remote, US only. micro1 is engaging Litigator / Practicing Attorneys to contribute expertise to a customer project focused on the intersection of law and emerging technology. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Apply legal reasoning and litigation experience to evaluate, refine, and enhance AI-generated legal content, such as briefs, arguments, and memos. Review and assess AI outputs for factual and legal accuracy, analytical rigor, and adherence to professional standards. Provide detailed, written feedback identifying errors, logical inconsistencies, and areas for improvement in legal responses. Contribute expert judgment on ambiguous or complex edge cases, informing model calibration for nuanced legal issues. Draft or edit sample legal language and arguments to strengthen model understanding of varied litigation and practice scenarios. Collaborate asynchronously with a cross-functional project team, incorporating iterative feedback and delivering clear written communication. Preferred Qualifications JD degree from an ABA-accredited U.S. law school and active license in good standing in at least one U.S. jurisdiction. 3–15 years of post-JD legal experience, with a strong preference for trial, appellate, or litigation specialists. Judicial clerkship experience at the federal or state level (trial or appellate courts) is highly valued. Proven expertise in legal writing, with experience as a law journal editor or published legal author considered a plus. Substantial trial experience, federal court admissions, or appellate practice background enhances your candidacy. Demonstrated ability to communicate complex legal concepts with clarity, precision, and professionalism. Prior instruction or teaching experience in legal education (law school faculty, adjunct, lecturer, or fellow) is desirable.
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Rate, openings and requirements checked 2026-09-25 against micro1's own public postings.