Legal Expert

Anyone AI Inc.; United States; Remote; USD 41,000 - 83,000; Part time

Job summary

Anyone AI Inc. seeks Legal Experts to design and validate realistic legal tasks that measure AI understanding of documents, research accuracy, and contractual obligations. You’ll craft tasks across jurisdictions and disciplines, ensuring reproducible evaluation criteria and transparent reasoning.

Join a team focusing on high-quality training data for frontier AI models, with tasks spanning research, compliance, and document review while respecting confidentiality and privilege requirements.

Qualifications

• Law degree or bachelor’s degree in a relevant field and substantial professional experience in legal research
• Substantial professional experience in at least one relevant legal discipline
• Strong understanding of legal research methods and legal reasoning
• Experience analyzing contracts, regulations, filings, or case law
• Ability to distinguish authoritative sources from outdated information
• Familiarity with legal citation practices and jurisdiction-specific requirements
• Strong analytical reasoning and attention to detail
• Ability to interpret complex documentation and explain legal conclusions

Responsibilities

• Design realistic legal tasks based on professional legal research, contract analysis, litigation support, and regulatory review workflows
• Analyze contracts, legal agreements, statutes, regulations, and case law
• Develop tasks involving legal research, document classification, issue identification, and contractual interpretation
• Prepare legal research summaries, case analyses, compliance assessments, and structured document reviews
• Identify conflicting provisions, missing clauses, inconsistent terminology, and potential legal risks
• Evaluate the relevance and accuracy of legal citations, precedents, and statutory references
• Create reference solutions supported by authoritative legal sources and documented assumptions
• Review AI-generated legal analyses for accuracy, jurisdictional relevance, and logical consistency
• Collaborate with technical contributors to establish reproducible tasks and objective evaluation criteria
• Use public, synthetic, or appropriately authorized documents while respecting confidentiality

Skills

Legal research

Legal analysis

Analytical reasoning

Attention to detail

Jurisdictional knowledge

Education

Law degree

Bachelor's degree in a relevant field

Tools

Westlaw

LexisNexis

Bloomberg Law

Job description

Help shape the future of AI by designing realistic legal tasks that challenge advanced AI agents.

Location: Remote

Type: Contract / Part-time

Commitment: 20 hours/week

Compensation: US$30-60/hour

Project duration: 2 months, with potential extension

About the role

At Anyone AI, we create high-quality training and evaluation data for frontier AI models. We're looking for Legal Experts, including lawyers, legal researchers, litigation support specialists, and legal analysts, with practical experience in legal research, contract analysis, regulatory interpretation, or litigation documentation.

You’ll develop and validate realistic legal tasks that assess whether AI agents can interpret legal documents, conduct accurate research, identify relevant authorities, analyze contractual obligations, and complete complex professional legal workflows.

We're interested in experts across different legal disciplines and jurisdictions, with particular emphasis on document-intensive, research-oriented, and analytically demanding legal work.

Your expertise will help establish reliable reference solutions and meaningful evaluation criteria.

What you'll do

Design realistic legal tasks based on professional legal research, contract analysis, litigation support, and regulatory review workflows.

Analyze contracts, legal agreements, statutes, regulations, and case law.

Develop tasks involving legal research, document classification, issue identification, and contractual interpretation.

Prepare legal research summaries, case analyses, compliance assessments, and structured document reviews.

Identify conflicting provisions, missing clauses, inconsistent terminology, and potential legal risks.

Evaluate the relevance and accuracy of legal citations, precedents, and statutory references.

Create reference solutions supported by authoritative legal sources, clear reasoning, and documented assumptions.

Review AI-generated legal analyses for accuracy, completeness, jurisdictional relevance, and logical consistency.

Collaborate with technical contributors to establish reproducible tasks and objective evaluation criteria.

Use public, synthetic, or appropriately authorized documents while respecting confidentiality and privilege requirements.

What we’re looking for

A law degree or a bachelor's degree in a relevant field combined with substantial professional experience in legal research, legal operations, or litigation support.

Substantial professional experience in at least one relevant legal discipline.

Strong understanding of legal research methods, document interpretation, and legal reasoning.

Experience analyzing contracts, regulations, legal filings, or case law.

Ability to distinguish authoritative legal sources from unsupported claims or outdated information.

Familiarity with legal citation practices and jurisdiction-specific requirements.

Strong analytical reasoning and attention to detail.

Ability to interpret complex documentation and explain legal conclusions clearly.

Nice to have

A JD, LLM, Master's, or other advanced degree in Law or a related discipline.

Professional legal licensure or bar admission in a relevant jurisdiction.

Experience in corporate law, commercial contracts, regulatory compliance, litigation, or intellectual property.

Familiarity with legal research platforms such as Westlaw, LexisNexis, or Bloomberg Law.

Experience with e-discovery, contract lifecycle management, or legal document automation.

Experience reviewing large collections of legal documents or conducting regulatory research.

Previous experience evaluating AI-generated legal analyses, legal technology applications, or legal research benchmarks.