About The Position

This is a specialized part-time consulting opportunity for experienced in-house legal professionals with at least five years of experience practicing in the United Kingdom and strong expertise in UK commercial and contract law. This role supports a legal AI evaluation initiative focused on assessing how accurately advanced AI systems answer real-world questions involving UK law. Selected professionals will compare responses generated by two AI platforms, score them against a standardized rubric, and provide concise written feedback grounded in professional legal judgment.

Requirements

  • At least 5 years of professional experience as in-house legal counsel practicing in the United Kingdom
  • Strong command of UK law
  • Substantial experience with commercial and contract matters
  • Experience advising businesses on practical legal issues
  • Strong ability to evaluate complex legal reasoning
  • Excellent written English and attention to detail
  • Ability to work independently using structured evaluation criteria
  • Strong professional judgment and consistency when reviewing legal work
  • A legal degree or equivalent professional legal qualification is highly relevant
  • Professional qualifications appropriate to legal practice in the United Kingdom may strengthen an application
  • Substantial professional experience involving UK commercial and contract law is particularly important for this engagement

Nice To Haves

  • Experience reviewing legal research or analysis produced by other professionals
  • Background advising multinational or complex commercial organizations
  • Experience with technology, software, or AI-related legal matters
  • Familiarity with legal research or legal technology platforms
  • Prior experience with rubric-based legal review or structured evaluation
  • Experience evaluating AI-generated legal content

Responsibilities

  • Review AI-generated responses to realistic questions involving UK law
  • Assess legal accuracy, completeness, reasoning quality, and practical relevance
  • Apply experienced in-house counsel judgment to commercial and contractual matters
  • Identify incorrect legal conclusions, missing considerations, and unsupported reasoning
  • Evaluate whether responses appropriately reflect UK legal practice
  • Run identical legal prompts across two AI platforms
  • Compare responses side by side using consistent evaluation criteria
  • Identify meaningful differences in legal reasoning, accuracy, and usefulness
  • Determine which response more effectively addresses the underlying legal question
  • Flag errors or omissions that could materially affect legal decision-making
  • Score each response against a provided standardized rubric
  • Apply evaluation criteria consistently across assignments
  • Distinguish substantive legal weaknesses from minor presentation issues
  • Ensure scores reflect both legal accuracy and practical usefulness
  • Maintain rigorous and defensible evaluation standards
  • Provide concise written justification for each evaluation
  • Explain significant legal errors, omissions, or reasoning weaknesses clearly
  • Document relevant differences between competing AI responses
  • Communicate findings precisely in written English
  • Complete assigned evaluations according to project deadlines

Benefits

  • Competitive hourly compensation
  • Potential for additional work following the initial project scope
  • Weekly payments via Stripe or Wise
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