$100–160/hr · micro1
Provide expert bankruptcy law input to train and evaluate AI legal models.
What you would do
- Review and annotate real and synthetic bankruptcy documents
- Draft sample court filings for training datasets
- Assess AI‑generated answers for legal accuracy
- Develop educational materials on bankruptcy practice
- Highlight new legal developments for model enrichment
Who they want
- JD from a U.S. law school
- Active U.S. bar and 3‑10+ years bankruptcy practice
- Experience filing motions and appearing in court
- Strong written and oral communication skills
- Ability to work remotely on a contract basis
Main skills
What the interview asks about
1.Document annotation accuracy
The role hinges on precise legal tagging, so interviewers check your attention to detail and interpretive skill.
For example: “A client provides a 30‑page Chapter 11 petition with redacted sections; how would you annotate the missing creditor information to ensure the AI learns correct filing structures?”
2.Drafting motions
Clear, enforceable drafts are critical for training data quality, so they test your drafting methodology.
For example: “You need to create a sample motion to convert a Chapter 13 plan to Chapter 7 within 48 hours; walk me through your outline and key arguments.”
3.Evaluating AI answers
Assessing model output requires legal judgment; they’ll gauge your ability to spot subtle errors.
For example: “The AI suggests a debtor can discharge student loans in bankruptcy; how would you critique this response and what correction would you provide?”
4.Teaching/educational content creation
Creating instructional material tests your skill in simplifying complex law for varied audiences.
For example: “Design a one‑page guide for junior attorneys on the priority of secured claims in Chapter 11; what sections would you include?”
5.Identifying legal trends
Staying current ensures training data reflects evolving law, so they’ll explore your research habits.
For example: “A recent appellate decision modifies the automatic stay exception for certain tax claims; how would you incorporate this change into the AI training set?”
A task you may get
You’ll be given a sample bankruptcy filing and asked to annotate key sections, draft a brief motion, and critique an AI‑generated answer for legal correctness.
How to prepare
- Review recent Chapter 11 and Chapter 13 case law updates
- Practice annotating a bankruptcy petition using a tagging schema
- Draft a concise motion on a common bankruptcy issue within a timed setting
The facts
- Pay
- $100–160/hr
- Open to
- 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
- Field
- Law
- Role type
- Specialist
- Posted
- 9/29/2026
- Places left
- 45
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