AI training & evaluation
Litigation Attorney (Commercial Real Estate)
micro1
In this role, you'll apply your expertise to help train next-generation AI systems.
- Compensation
- 100 per hour
Track this job
Employer description and requirements
Role Title: Litigation Attorney (Commercial Real Estate)
Role Type: Contractor
Location: Remote, US-based.
micro1 is engaging Litigation Attorney (Commercial Real Estate) experts to contribute to a groundbreaking project focused on modeling and evaluating multi-turn commercial real estate disputes. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.
Scope of Work
Draft authentic litigation work product, including motions, briefs, demand letters, and discovery, in response to evolving commercial real estate disputes.
Produce turn-by-turn deliverables under senior direction, mirroring the process of submitting drafts for partner review in real practice.
Develop and document rubric items alongside your drafts, explicitly outlining criteria for strong responses to opposing counsel's submissions.
Incorporate senior feedback efficiently each round, demonstrating adaptability with minimal need for redirection.
Ensure continuity in case theory and litigation posture across multiple engagement turns.
Identify and flag procedural uncertainties, missing information, or factual ambiguities needing resolution by the senior or team lead.
Preferred Qualifications
Active or lapsed license as a US attorney, admitted in at least one US jurisdiction.
Minimum of 3 years' post-JD litigation experience, emphasizing real drafting, discovery, and motion practice (not solely transactional work).
Proven background in handling commercial real estate litigation related to leases, transactions, development, landlord–tenant issues, zoning, or financing/security interests.
Demonstrated ability to draft complex litigation documents under direction, specifically within commercial real estate disputes.
Exemplary written communication skills in English, with strong mastery of legal register and analysis.
Firm (BigLaw, boutique, or mid-market) experience and exposure to multiple matter types are advantageous.
Previous participation in AI-based legal projects or federal court commercial litigation is a plus.
Start Timeline & Availability
We typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.
Application screening questions
How soon can you start the work? (in days)
What is your expected hourly rate in USD?
How many hours per week are you available to work?
Which of the following commercial litigation areas do you have hands-on drafting or courtroom experience in? (Select all that apply)
Are you able to commit 10–15 hours+ per week to this role?
If moving forward, would you be able to review and sign the contract within 24 hours, and begin tasking within 24-48 hours of receiving your credentials?
Are you licensed to practice law in the United States?
In which US jurisdiction(s) are you (or were you) admitted?
How many years of active US litigation experience do you have post-JD?
What percentage of your career has been spent on active litigation (as opposed to transactional, in-house counsel, or advisory work)?
Other published fields (read alongside the description):
Published hourly-rate fields: {'max': 100, 'min': 100}
Source page's structured applicant-location list: 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