Role Description
We are sharing a specialised 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.
Key Responsibilities
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Civil Legal Analysis Evaluation
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Review AI-generated responses involving common civil legal-services matters
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Assess issue spotting, legal reasoning, factual application, and procedural accuracy
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Identify unsupported conclusions, overlooked legal issues, and incomplete analyses
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Evaluate whether proposed guidance reflects sound legal judgment and realistic civil practice
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Clinical Practice & Procedural Review
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Assess scenarios involving housing, family, consumer, debt, and related civil law matters
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Review procedural steps, available remedies, filing considerations, and client-centred strategy
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Evaluate whether responses account for practical barriers faced by clients navigating the legal system
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Apply experience from live-client clinics and supervised legal practice
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Legal Pedagogy & Structured Feedback
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Provide detailed written feedback explaining the strengths and weaknesses of each response
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Assess whether legal analyses demonstrate clear organisation, sound reasoning, and appropriate professional judgment
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Apply teaching and supervision experience to identify gaps in legal understanding
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Recommend specific improvements to analytical structure, issue development, and procedural guidance
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Evaluation Standards & Collaboration
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Help refine scoring criteria and evaluation frameworks for civil legal reasoning
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Apply consistent standards across varied legal scenarios and response formats
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Collaborate with legal specialists and research teams to improve reference materials
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Participate in calibration activities to support accurate and reliable evaluation outcomes
Qualifications
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Experience directing, supervising, or teaching within a law school clinic
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Current or previous admission to practise law in at least one US jurisdiction
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Expertise in one or more civil legal-practice areas
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Strong understanding of clinical legal education, client representation, and professional supervision
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Experience evaluating legal writing, student work, case strategy, or practical legal performance
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Excellent legal writing, analytical judgment, and attention to detail
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Ability to provide precise and constructive written feedback
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Availability to contribute approximately 15 hours per week
Educational Background
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A Juris Doctor degree is required
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Current or previous US bar admission is required
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Additional education or professional training in clinical legal education, civil procedure, access to justice, or legal pedagogy may be valuable
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Academic appointments or leadership experience within a law school clinic are especially relevant
Nice to Have
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Experience as a Clinical Professor of Law, Clinic Director, or senior supervising attorney
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Background in housing, family, consumer, elder, disability, or debt-law clinics
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Experience developing legal curricula, assessment rubrics, or experiential-learning materials
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Published scholarship, practice guides, educational resources, or clinical teaching materials
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Experience supervising law students, fellows, junior attorneys, or multidisciplinary teams
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Familiarity with access-to-justice initiatives, legal aid programmes, or community legal services
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Previous involvement in legal technology, AI evaluation, structured legal review, or quality-assurance projects
Why This Opportunity
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Apply clinical teaching and civil-practice expertise to an emerging legal research initiative
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Help improve the quality of AI-generated legal reasoning used in education and practice
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Evaluate realistic scenarios involving civil legal services and client representation
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Contribute practical insights from live-client supervision and legal pedagogy
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Participate in an intellectually engaging short-term project with competitive compensation
Contract Details
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Independent contractor role
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Fully remote with flexible scheduling
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Available to professionals based in the United States
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Expected commitment of approximately 15 hours per week
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Estimated project duration of approximately 2β3 weeks
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Competitive compensation of up to $175 per hour depending on expertise and project scope
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Weekly payments via Stripe or Wise
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Work may include legal-response evaluation, procedural analysis, rubric refinement, written feedback, and calibration activities
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Projects may be extended, shortened, or adjusted depending on scope and performance
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Work will not involve access to confidential or proprietary information from any employer, client, or institution