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Papaya Legal Expert - AI Trainer (Remote, Freelance)
USD /hour
Overview
Responsibilities [About the Role] We are looking for experienced legal professionals to help train and evaluate advanced AI systems across a wide range of legal domains. In this role, you will apply your legal expertise to review AI-generated content, develop real-world legal scenarios, and define high-quality evaluation standards that reflect professional legal reasoning. This is a flexible, remote freelance role that can be done alongside your existing legal practice or academic responsibilities. All legal backgrounds are welcome — corporate law, contracts, regulatory compliance, employment/immigration, tax, privacy/GDPR, paralegal/legal operations, and more. Candidates will be assigned to the practice area that best matches their expertise after applying. [What You’ll Do] As a Legal Expert – AI Trainer, you will: • Evaluate AI-generated legal content for accuracy, clarity, compliance, and jurisdictional relevance. • Develop prompts, case studies, hypotheticals, and scenario-based legal tasks across your practice area. • Create scoring rubrics and structured evaluation criteria to assess legal reasoning quality. • Review, correct, and annotate AI outputs across tasks like contract drafting, policy interpretation, legal analysis, and document review. • Conduct legal research and integrate statutes, regulations, and case law into training materials. • Identify risks, inconsistencies, and gaps in AI reasoning and propose actionable improvements. • Translate complex legal concepts into clear, concise explanations accessible to non-legal audiences. • Collaborate with researchers, engineers, and fellow legal experts to refine guidelines and improve model performance. • Maintain up-to-date knowledge of regulatory changes and legal developments affecting your domain. • Produce high-quality documentation, reports, and feedback summaries on model behavior and content accuracy.
Qualifications Applicants should meet at least one of the following (depending on practice area): • Academic degree in Law (JD, LLB, LLM, FLLM), Legal Studies, Paralegal Studies, Compliance, Public Policy, or related discipline. • Professional legal license or certification (e.g., bar admission, CPA/EA for tax roles, privacy certifications like CIPP/E, etc.). • 1–3+ years of experience in any relevant practice area, such as: Corporate & Commercial Law Contract Law & Negotiation Labor, Employment & Immigration Law Regulatory Affairs (non-health sectors) Data Privacy & GDPR U.S. Federal & Multi-State Tax (1040, compliance, filings) Legal Operations, Research & Compliance Paralegal or Legal Assistant roles General Practice, Criminal Law, Constitutional Law, IP, etc. • Strong legal research and writing skills, with the ability to summarize statutes, regulations, and precedent. • Excellent analytical judgment, attention to detail, and ability to spot legal issues and inconsistencies. • Advanced English proficiency (C1 or higher) and strong written communication skills. • Ability to follow detailed guidelines, switch between tasks, and work independently in a remote environment.
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