Litigator / Practicing Attorney (US)
Micro1 • Remote, United States
Education
Bachelor's
Type
Hourly
Pay Rate
$100–$180/hr
Actively Hiring
50 openings
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From the Micro1 listing
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.
Requirements
- Legal Reasoning
- Litigation & Practice Expertise
- Analytical Rigor
- Calibration in Ambiguous Cases
- Legal Writing
- Communication Precision
- Must be eligible to work in one of: Remote, United States
How long hiring takes
Across the AI training platforms we refer candidates to, the median gap between referral and hire is about 30 days. It varies by platform and role, so treat it as a rough guide for this one.
Key responsibilities
- 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.
Why this role
Micro1's Litigator / Practicing Attorney role pays $80-$140 per hour for US-based litigators who can calibrate judgment in ambiguous legal cases and write with real communication precision. The project sits at the intersection of law and emerging technology, so analytical rigor applied to real litigation scenarios is the core skill. This role is limited to attorneys currently practicing in the US.
Talent pool
We're light on Legal candidates
We've matched 7 people with a Legal background against 209 Legal listings we've tracked, so most go out without one. Set up a profile and we'll consider you for a role like this one.
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Common questions
Does Micro1 monitor your computer while you work?
On many projects, yes, through time-tracking tools that take periodic screenshots to verify active hours. Check the specific project's requirements before accepting if desktop monitoring is a dealbreaker.
Why do these AI training roles pay so much?
Because general knowledge isn't what's being tested. The model already knows the basics; what it needs is expertise on edge cases, the rare, difficult, highly technical judgment calls only a senior professional in the field would make correctly.
What does the day-to-day workload look like for elite-expert AI training roles?
Slow and deep, not fast and repetitive. A single task can take 45-60 minutes of researching citations or verifying complex calculations. Quality is what's being measured here, not throughput.
What does Legal work look like for a Litigator / Practicing Attorney (US)?
Tasks here are scoped to Legal, not generic labeling. As a Litigator / Practicing Attorney (US), expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to Legal) rather than following a one-size-fits-all rubric. If you don't have hands-on Legal background, this is likely not the right listing to start with.
What specific skills does this listing call for?
Legal Reasoning, Litigation & Practice Expertise, Analytical Rigor, and Calibration in Ambiguous Cases are named directly in the listing. If you don't have hands-on experience with these, expect the screening process to test for them directly rather than accepting adjacent experience as a substitute.
What does the 'openings' count on this listing mean?
It's Micro1's live count of how many candidates it's still trying to place for this specific role, 50 right now, not a countdown on your individual application. A higher number signals more active demand; it doesn't lower the bar for acceptance.
How much does this specific role pay?
This listing is posted at $100–$180/hr, an hourly rate. The range reflects experience level and negotiated terms, not a placeholder, so where you land in it depends on your background and the assessment. Pay can change between when we last checked the listing and when you apply, so confirm the current number on the platform's own application page before committing time.
What happens when I click Apply on this listing?
You'll be taken to Micro1's external site to complete your application there. This listing links through a referral, but the process is identical to applying directly; the link just routes you correctly. Create an account on their site and follow their onboarding steps.
Can I apply from outside the United States?
This specific role is open only to people based in the United States. If you are somewhere else, applying is unlikely to lead to an offer even if you pass the assessment, because the restriction is usually about where the work can legally be contracted rather than your skills. Read the full description for any tax-residency or right-to-work caveats before you apply.