About The Position

This is a specialized part-time consulting opportunity for US-based clinical law professors, clinic directors, and experienced legal educators with expertise in civil legal services, live-client supervision, legal pedagogy, and structured evaluation of complex legal reasoning. This short-term role supports an AI research initiative focused on improving legal analysis across housing, family, consumer, debt, and related civil legal matters. Selected professionals will evaluate AI-generated responses, assess issue spotting and procedural reasoning, and provide structured feedback grounded in doctrinal knowledge, clinical teaching, and practical supervision experience.

Requirements

  • Juris Doctor degree is required
  • Current or previous US bar admission is required
  • Strong candidates may have: Experience directing, supervising, or teaching within a law school clinic
  • Current or previous admission to practise law in at least one US jurisdiction
  • Expertise in one or more civil legal-practice areas
  • Strong understanding of clinical legal education, client representation, and professional supervision
  • Experience evaluating legal writing, student work, case strategy, or practical legal performance
  • Excellent legal writing, analytical judgment, and attention to detail
  • Ability to provide precise and constructive written feedback
  • Availability to contribute approximately 15 hours per week

Nice To Haves

  • Additional education or professional training in clinical legal education, civil procedure, access to justice, or legal pedagogy may be valuable
  • Academic appointments or leadership experience within a law school clinic are especially relevant
  • Experience as a Clinical Professor of Law, Clinic Director, or senior supervising attorney
  • Background in housing, family, consumer, elder, disability, or debt-law clinics
  • Experience developing legal curricula, assessment rubrics, or experiential-learning materials
  • Published scholarship, practice guides, educational resources, or clinical teaching materials
  • Experience supervising law students, fellows, junior attorneys, or multidisciplinary teams
  • Familiarity with access-to-justice initiatives, legal aid programmes, or community legal services
  • Previous involvement in legal technology, AI evaluation, structured legal review, or quality-assurance projects

Responsibilities

  • Review AI-generated responses involving common civil legal-services matters
  • Assess issue spotting, legal reasoning, factual application, and procedural accuracy
  • Identify unsupported conclusions, overlooked legal issues, and incomplete analyses
  • Evaluate whether proposed guidance reflects sound legal judgment and realistic civil practice
  • Assess scenarios involving housing, family, consumer, debt, and related civil law matters
  • Review procedural steps, available remedies, filing considerations, and client-centred strategy
  • Evaluate whether responses account for practical barriers faced by clients navigating the legal system
  • Apply experience from live-client clinics and supervised legal practice
  • Provide detailed written feedback explaining the strengths and weaknesses of each response
  • Assess whether legal analyses demonstrate clear organisation, sound reasoning, and appropriate professional judgment
  • Apply teaching and supervision experience to identify gaps in legal understanding
  • Recommend specific improvements to analytical structure, issue development, and procedural guidance
  • Help refine scoring criteria and evaluation frameworks for civil legal reasoning
  • Apply consistent standards across varied legal scenarios and response formats
  • Collaborate with legal specialists and research teams to improve reference materials
  • Participate in calibration activities to support accurate and reliable evaluation outcomes

Benefits

  • Competitive compensation of up to $175 per hour depending on expertise and project scope
  • Weekly payments via Stripe or Wise

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What This Job Offers

Job Type

Part-time

Career Level

Senior

Education Level

Ph.D. or professional degree

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