Legal Expert - Specialist (Real Estate, Tax, Bankruptcy, Estates)

## About the Role

our client is partnering with a leading AI lab to train frontier models on high-quality legal reasoning data. We're hiring Specialist Lawyers in Real Estate, Tax, Bankruptcy/Restructuring, and Trusts & Estates to design realistic specialty scenarios, evaluate model outputs against established standards, and help shape how the next generation of AI reasons about high-stakes specialized legal work.

We welcome practitioners across these specialty areas, in-house specialists, partners and senior associates at firms, and former government / agency attorneys are all encouraged to apply.

## What You'll Do

• Design realistic specialty scenarios drawn from your practice (RE purchase and leasing, M&A tax structuring, Ch. 11 petitions, estate planning, plus the workflows that define your area)

• Write "golden" reference responses at attorney-level quality

• Grade AI-generated responses against structured rubrics

• Provide written feedback the research team uses to improve model behavior

• Participate in onboarding office hours and specialty calibration sessions

## You're a Good Fit If You

• Have 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**, Ch. 11 petitions, DIP financing, 363 asset sales, plans of reorganization, automatic stay relief

• **Trusts & Estates**, estate planning, will drafting, trust formation, trust administration

• Hold a J.D. (U.S) or LL.B./LL.M. from an accredited law school

• Are licensed to practice law in the U.S.(active or inactive)

• Demonstrate excellent written communication skills with high attention to detail

## Bonus Qualifications

• Cross-specialty experience (multiple practice areas)

• LL.M. in Tax or Estate Planning

• In-house experience at a real estate developer, financial institution, or wealth management firm

• Bankruptcy court experience or trustee work

## Role Highlights

• Minimum 15 hours per week (ideally 40+)

• Fully remote - must be based in the United States, Canada, or United Kingdom

• Role starts immediately, applications reviewed on a rolling basis

## Compensation

• $100, $150/hr