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Litigator / Practicing Attorney

Bayt
Remote, US only. Posted Oct 15, 2026
Remote

About this role

Job description

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.

Skills

  • Legal Reasoning, Litigation & Practice Expertise, Analytical Rigor, Calibration in Ambiguous Cases, Legal Writing, Communication Precision

  • This job post has been translated by AI and may contain minor differences or errors.

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  • Job description

  • 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.

Skills

  • Legal Reasoning, Litigation & Practice Expertise, Analytical Rigor, Calibration in Ambiguous Cases, Legal Writing, Communication Precision

  • This job post has been translated by AI and may contain minor differences or errors.

  • Apply now

  • Email to Friend

  • Complete Questionnaire

  • Attach a Cover Letter

  • Email to Friend

  • Send Me Similar Jobs

  • Send Me Similar Jobs

  • Save

  • Follow This Company

  • Unfollow This Company

  • Print

  • Report this job

  • Compare your profile with other applicants

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  • Cancel

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  • You'll no longer be considered for this role and your application will be removed from the employer's inbox.

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