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AI training & evaluation

Litigator / Practicing Attorney (US)

micro1

In this role, you'll apply your expertise to help train next-generation AI systems.

Compensation
100–160 per hour

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  • law
  • Legal
  • AI training & evaluation

Employer description and requirements

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.

Application screening questions

How soon can you start the work? (in days)

What is your expected hourly rate in USD?

How many hours per week are you available to work?

Our roles typically fill within 48 hours. If selected, would you be able to start working within 24–48 hours of onboarding?

How many years of post-JD experience do you have where litigation was your primary practice area? "Primary practice area" means litigation work made up the majority of your time, not occasional matters.

This project is being paid per task. Are you happy to proceed on this basis?

Which U.S. state bar(s) are you admitted to, and are you currently active and in good standing?

Other published fields (read alongside the description):

Published hourly-rate fields: {'max': 160, 'min': 100}

Source page's structured applicant-location list: Bangladesh, Hong Kong, India, Indonesia, Japan, Kazakhstan, Kyrgyzstan, Malaysia, Pakistan, Philippines, Singapore, Sri Lanka, Taiwan, Thailand, Uzbekistan, Vietnam, Austria, Belarus, Belgium, Denmark, France, Germany, Greece, Italy, Netherlands, Portugal, Russia, Spain, Switzerland, United Kingdom, Argentina, Brazil, Chile, Colombia, Mexico, Peru, Algeria, Bahrain, Egypt, Iraq, Jordan, Kuwait, Lebanon, Libya, Morocco, Oman, Palestine, Qatar, Saudi Arabia, Tunisia, United Arab Emirates, United States, Canada, Nigeria, Kenya, South Africa, Ghana, Ethiopia