Attorney for AI Legal Model Training (Real Estate, Tax, Bankruptcy, Estates)

This position offers an exciting opportunity to contribute to the development of advanced AI models focused on legal reasoning. As a Specialist Lawyer in Real Estate, Tax, Bankruptcy/Restructuring, or Trusts & Estates, you will create realistic scenarios, assess AI outputs, and influence the future of AI in high-stakes legal environments.

• Design realistic specialty scenarios based on your legal practice, including real estate purchases and leasing, M&A tax structuring, Chapter 11 petitions, and estate planning workflows.
• Write high-quality "golden" reference responses that reflect attorney-level expertise.
• Evaluate AI-generated responses using structured grading rubrics.
• Provide written feedback to the research team to enhance model performance.
• Engage in onboarding office hours and specialty calibration sessions.

• A minimum of 3 years of professional experience in one of the following specialties:
• Real Estate: commercial leasing, residential and commercial purchase agreements, title opinions, UCC liens, 1031 exchanges, zoning.
• Tax: M&A tax structuring, IRS controversy, SALT nexus analysis, transfer pricing, 501(c)(3) applications, 280G, partnership/LLC tax allocations.
• Bankruptcy / Restructuring: Chapter 11 petitions, DIP financing, 363 asset sales, plans of reorganization, automatic stay relief.
• Trusts & Estates: estate planning, will drafting, trust formation, trust administration.
• Possess a J.D. (U.S) or LL.B./LL.M. from an accredited law school.
• Hold an active or inactive license to practice law in the U.S.
• Exhibit excellent written communication skills with strong attention to detail.

• Experience across multiple specialties.
• LL.M. in Tax or Estate Planning.
• In-house experience with a real estate developer, financial institution, or wealth management firm.
• Experience in bankruptcy court or trustee work.

• Minimum commitment of 15 hours per week (ideally 40+ hours).
• Fully remote position, applicants must be based in the United States, Canada, or the United Kingdom.
• Role is available immediately, with applications reviewed on a rolling basis.

Hourly rate of $100, $150.