Restructuring And Insolvency Legal AI Reviewer

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. OpenTrain AI is hiring and contracting for this role, giving specialized professionals a way to apply their expertise to practical AI evaluation work and build a profile around their contributions.

Creating an OpenTrain account is free, and candidates can apply in minutes for opportunities that match their professional background. This engagement is remote and structured as part-time contract work.

About Legal AI Training

AI systems learn from human-prepared examples and expert evaluations. In legal AI training, qualified professionals compare model-generated work products, identify stronger reasoning, and explain why one response is more correct, complete, well-judged, and useful than another.

Your legal judgment will help shape how AI handles complex restructuring and insolvency materials, making this work a direct contribution to the development of cutting-edge legal technology.

The Role

OpenTrain is recruiting a restructuring and insolvency legal reviewer for a blinded human-preference study supporting legal AI evaluation. You will assess realistic synthetic legal matters and AI-generated deliverables, applying substantive legal expertise to select the strongest work product.

The work focuses on bankruptcy and restructuring materials, including Chapter 11 first-day motions, Section 363 sales and bid evaluation, cross-class plan treatment, and plan objections. The engagement is remote and available worldwide.

• Contractor position with part-time scheduling
• Default commitment of 20 hours per week
• Approximately 18 hours overall expected for the engagement
• Compensation of $100-$120 USD per hour
• English-language work
• One matter includes a materially larger first-day motions package

What You'll Do

You will review each synthetic matter and its underlying documents, then evaluate six blinded AI deliverables labeled A through F. For every matter, you will make five head-to-head comparisons against a common comparator output and select the preferred work product using holistic legal judgment.

Each preference must be supported by a short, specific rationale. You will follow written project instructions and protect all project materials under a non-disclosure agreement.

• Read synthetic legal matters and underlying documents
• Review six blinded AI deliverables labeled A through F
• Complete five comparisons against a common comparator output
• Select the preferred work product based on legal judgment
• Write a concise rationale for each preference
• Follow written instructions and protect project materials under an NDA

Required Qualifications

This role requires qualification as a lawyer and substantive restructuring and insolvency practice experience. You should be comfortable assessing legal work product for correctness, completeness, judgment, and practical usefulness across the specified bankruptcy and restructuring topics.

• Qualification as a lawyer
• Substantive restructuring and insolvency legal practice experience
• Experience or demonstrated judgment with Chapter 11 first-day motions
• Knowledge of Section 363 sales and bid evaluation
• Understanding of cross-class plan treatment and plan objections
• Ability to assess legal work product for correctness, completeness, judgment, and usefulness
• Precise written English and clear explanation of legal preferences
• Ability to work independently and complete assigned work by a deadline

Why Apply Through OpenTrain

AI training and data labeling are the human side of building modern artificial intelligence. Professionals contribute specialized knowledge by reviewing outputs, rating responses, and documenting the reasoning that helps models improve.

This engagement offers restructuring and insolvency lawyers a focused way to apply professional judgment to legal AI evaluation while working remotely on a defined part-time contract. Create your free OpenTrain account and apply in minutes.