International Arbitration AI Legal Reviewer

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. We help specialists discover projects, build a credible AI training profile, and apply to opportunities that match their expertise.

As the hiring and contracting organization for this role, OpenTrain gives experienced legal professionals a focused way to contribute to the development of legal AI while building experience in a fast-growing field.

• Apply through OpenTrain with a free account
• Work remotely from the United Kingdom
• Build a specialized AI training portfolio

About AI Training and Legal AI Evaluation

AI training is the human side of building artificial intelligence. Professionals review examples, compare model outputs, and explain which responses are accurate, complete, useful, and well reasoned so that AI systems can improve.

This project applies that process to legal work products. Your professional judgment will help assess how effectively AI handles realistic disputes and international arbitration matters.

• Evaluate AI-generated responses using structured human judgment
• Apply subject-matter expertise to cutting-edge legal AI work
• Contribute remotely with flexible part-time project work

The Role

OpenTrain is recruiting a United Kingdom-based qualified lawyer with substantive experience in disputes and international arbitration. You will participate in a blinded human-preference study involving realistic legal matters and related documents.

The work focuses especially on international arbitration and award enforcement, sanctions and export controls, cross-border disputes, and emergency interim relief. The engagement is remote and requires approximately 24 hours in total, with a default commitment of 20 hours per week.

• Role: International Arbitration and Disputes AI Reviewer
• Location: United Kingdom, remote
• Engagement: Part-time contractor
• Listed rate: $130 per hour
• Estimated total project time: Approximately 24 hours
• Language: Precise written English

What You’ll Do

You will independently review a synthetic legal matter and its underlying documents, then assess six blinded AI-generated legal deliverables labelled A through F. You will make five head-to-head comparisons against a common comparator output and identify the preferable work product in each comparison.

Each preference must be supported by a short, specific rationale. You will follow written instructions independently, manage deadlines reliably, and protect project materials under the applicable confidentiality requirements.

• Read a synthetic legal matter and its underlying documents
• Review six blinded AI-generated deliverables labelled A through F
• Complete five comparisons against a common comparator output
• Assess correctness, completeness, judgment, and usefulness
• Explain every preference with concise written reasoning
• Keep all project materials confidential

Required Qualifications

This project requires professional legal judgment and substantive experience in relevant disputes and international arbitration matters. Applicants should be able to assess legal work product holistically rather than focusing only on isolated wording or formatting.

Experience in at least one of the listed related areas is required: award enforcement, cross-border disputes, sanctions and export controls, or emergency interim relief.

• Qualified lawyer with substantive disputes and international arbitration experience
• Practical knowledge of international arbitration and award enforcement
• Experience with cross-border disputes, sanctions and export controls, or emergency interim relief
• Ability to evaluate legal work for correctness, completeness, judgment, and usefulness
• Precise written English and clear professional explanations
• Independent working style and reliable deadline management

Confidentiality and Project Conditions

All project work is covered by a confidentiality agreement. External AI tools must not be used with project materials. Applicants should be prepared to work carefully within these requirements while handling realistic legal documents and deliverables.

• Confidentiality agreement required
• Do not use external AI tools with project materials
• Complete the work remotely from the United Kingdom
• Plan for a default commitment of 20 hours per week

Why Build an AI Training Career with OpenTrain

AI training and data labeling are expanding fields where human expertise directly shapes how modern AI systems behave. Legal professionals can bring specialized knowledge to evaluation projects while gaining experience at the intersection of law and emerging technology.

OpenTrain helps contributors discover relevant opportunities, maintain a unified AI training portfolio, and grow a long-term record of work across the industry. Creating an OpenTrain account is free.

• Find projects aligned with specialized professional expertise
• Build a unified portfolio of AI training experience
• Work on cutting-edge AI evaluation projects
• Apply in minutes through OpenTrain