Litigator: build and grade legal reasoning for frontier models
Quick facts
- Pay
- $150–$250/hr
- Type
- Contract
- Location
- Remote — worldwide
- Hours
- 5–15 hours / week
- Background
- JD / attorney
- Skills
- Legal
- Platform
- HUMXN — 27 open jobs
- Typical pay at HUMXN
- $40–275/hour · median $163 (27 jobs on our site)
- Payout
- Stripe
- Apply
- Free to apply — never pay to get AI training work
Pay: $150–$250/hr
The work
Write complex fact patterns in your practice area with model answers; grade a model's analysis of statutes, case law and procedure against what the law actually says; identify where its reasoning would lose a motion or expose a client; draft the answer a partner would sign. Some projects compare two model drafts of a brief or a memo and ask which is better and exactly why.
Who it suits
- JD and active bar admission; five or more years in litigation, with real motion practice and trial or arbitration experience.
- Commercial, employment, IP, securities, antitrust, white-collar or appellate practice.
- Precise, fast legal writing.
How it works
- Apply with your CV and the hours you can give. 5 to 15 hours a week suits most people; the work is remote and on your own schedule.
- We verify your credentials, licence or degree and your identity before any paid work. Every piece of work traces to a named, verified expert.
- A paid calibration task on the project's own guidelines comes first.
- You are paid at the rate on this page for every hour of work that passes review. Rates rise with the difficulty of the project and your track record.
HUMXN is a new expert network (launched 2026). Payouts go through Stripe after identity and tax verification. Never pay to apply.