Legal AI Evaluation Expert

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. We help contributors discover projects, build a professional profile, and apply in minutes for work that uses their expertise to improve modern AI systems.

• Free account creation and profile building
• Remote opportunities available worldwide
• A way to develop a lasting portfolio of AI training work

About AI Training Work

AI training is the human side of building artificial intelligence. Experts create examples, review model outputs, and provide careful feedback so AI systems can produce more accurate, useful, and responsible results. This role applies professional legal knowledge to specialized evaluation and content creation.

• Help shape how AI handles complex legal questions
• Use professional judgment to evaluate accuracy, usefulness, clarity, and risk
• Contribute to cutting-edge technology through expert human feedback

The Role

OpenTrain is seeking a Legal AI Evaluation Expert to create, review, and improve expert tasks that reflect practical legal work. You will analyze legal issues, apply laws and legal principles, evaluate the accuracy and usefulness of responses, and produce high-difficulty tasks with gold-standard solutions.

The work also includes quality calibration, careful handling of edge cases, and resolving or escalating unclear rubric criteria. The engagement is suitable for a legal professional who can combine strong legal analysis with clear written communication.

• Subject matter: Legal task evaluation and quality review
• Engagement type: Contractor and part-time
• Experience level listed: Entry level
• Language: English
• Work location: Worldwide and remote

What You'll Do

• Create challenging legal tasks and gold-standard solutions grounded in practical legal work.
• Review and calibrate other contributors' outputs while maintaining day-to-day quality.
• Assess legal responses for accuracy, clarity, usefulness, risk, and appropriate application of law.
• Refine legal content and escalate genuine edge cases or unclear evaluation criteria.
• Apply legal research and analytical judgment to complex matters.
• Interpret laws, regulations, and regulatory guidance when evaluating content.
• Use careful judgment to identify rubric ambiguities and support consistent quality decisions.

Required Qualifications

This role requires substantial professional legal experience despite being categorized as entry level in the listing. Candidates should meet the legal qualification and practice requirements below.

• Approximately 5 to 15 years of legal practice, ideally at Senior Associate, Counsel, or an equivalent level.
• Juris Doctor, active bar admission, or an equivalent legal qualification and professional license applicable to your region.
• Advanced experience drafting, reviewing, negotiating, and revising commercial contracts, legal agreements, policies, and related documents.
• Strong legal research, issue-spotting, risk assessment, and practical-advice skills.
• Expert ability to interpret laws, regulations, and regulatory guidance.
• Clear written communication and careful attention to detail.
• Sound judgment when evaluating legal responses and resolving rubric ambiguities.

Helpful Background

Prior experience in AI evaluation, data annotation, content review, quality assurance, or a related analytical role can help you succeed, but it is not required. A bachelor's degree or equivalent practical experience is also helpful.

• AI evaluation or data-labeling experience
• Content review or quality assurance experience
• Related analytical work
• Bachelor's degree or equivalent practical experience

Engagement Details

This contractor engagement can require at least 4 hours per day and up to 40 hours per week. The work requires 4 hours of overlap with Pacific Time, and the engagement length is up to 8 weeks.

• Minimum availability: 4 hours per day
• Weekly availability: 20+ hours, up to 40 hours
• Required overlap: 4 hours with Pacific Time
• Engagement length: Up to 8 weeks

Build Your AI Training Career

OpenTrain helps freelancers manage AI training opportunities, showcase credible experience, and discover projects aligned with their skills. By contributing your legal expertise to model evaluation, you can build a stronger portfolio in a fast-growing field while helping shape how advanced AI systems work.

• Create your free OpenTrain account
• Build a profile around your legal expertise
• Apply for this role and future AI training opportunities
• Turn specialized evaluation work into a durable professional portfolio