$90–180/hr
The role in one line
Provide expert legal review and feedback to train AI models for contract analysis in the investment funds space.
Written by Training Turk from the public listing; it may be incomplete or out of date. Read the full posting on micro1.
What you would do
- Conduct simulated negotiations and redline contracts for AI training
- Evaluate AI-generated contract language against legal standards
- Develop and apply grading criteria for AI performance
- Communicate findings to product and research teams
- Document best practices and guidelines
Who they are looking for
- J.D. from an ABA‑accredited school
- Active bar admission in a U.S. jurisdiction
- 2+ years in a funds department handling LPAs, subscription agreements, and side letters
- Strong written and verbal communication with detail‑orientation
- Experience working with cross‑functional, fast‑paced teams
Skills this role asks for
What the interview is likely to probe
1.Simulated negotiation execution
They need to confirm you can recreate realistic contract discussions that challenge AI models, ensuring training relevance.
Expect something like: “Describe a scenario where you redlined a subscription agreement for a fund with a $150M capital raise, and how you structured the negotiation points to test the AI’s risk‑identification capabilities.”
2.AI response evaluation
Your ability to critique AI output determines the model’s improvement trajectory.
Expect something like: “When reviewing an AI‑generated side‑letter amendment for a venture fund, what specific legal inconsistencies did you flag, and how did you quantify the severity?”
3.Grading framework design
A robust rubric is critical for consistent performance measurement across tasks.
Expect something like: “Explain the metrics you would include in a scoring sheet to assess AI handling of LPAs, and how you would weight clauses like liquidation preferences versus governance rights.”
4.Cross‑team collaboration
Effective communication with product and research teams ensures feedback translates into product enhancements.
Expect something like: “Tell us about a time you presented AI evaluation findings to engineers and product managers, and how you adjusted your recommendations based on their technical constraints.”
5.Fund‑law expertise
Deep knowledge of fund structures is essential to identify nuanced contractual risks.
Expect something like: “Walk through how you would review an LPA amendment that introduces a new clawback provision for a $200M private equity fund, focusing on the AI’s interpretation of the clause.”
Exercise you may get
You will be given a redlined subscription agreement and an AI‑generated version; you must score the AI output against a rubric and provide detailed feedback on missed legal nuances.
How to prepare
- Study recent LPA, subscription agreement, and side‑letter templates used in $100M‑$500M funds
- Familiarize yourself with common AI contract‑review evaluation rubrics and grading criteria
- Practice critiquing AI‑generated contract clauses for accuracy and completeness
- Prepare concise explanations of legal reasoning for non‑legal stakeholders
Facts
- Pay
- $90–180/hr
- Eligible locations
- 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
- Domain
- Law
- Role type
- expert
- Posted
- 9/22/2026
- Open slots
- 100