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
Civil Legal Analysis Evaluation
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
Clinical Practice & Procedural Review
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
Legal Pedagogy & Structured Feedback
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
Evaluation Standards & Collaboration
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
Ideal Profile
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
Educational Background
A Juris Doctor degree is required
Current or previous US bar admission is required
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
Nice to Have
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
Why This Opportunity
Apply clinical teaching and civil-practice expertise to an emerging legal research initiative
Help improve the quality of AI-generated legal reasoning used in education and practice
Evaluate realistic scenarios involving civil legal services and client representation
Contribute practical insights from live-client supervision and legal pedagogy
Participate in an intellectually engaging short-term project with competitive compensation
Contract Details
Independent contractor role
Fully remote with flexible scheduling
Available to professionals based in the United States
Expected commitment of approximately 15 hours per week
Estimated project duration of approximately 2–3 weeks
Competitive compensation of up to $175 per hour depending on expertise and project scope
Weekly payments via Stripe or Wise
Work may include legal-response evaluation, procedural analysis, rubric refinement, written feedback, and calibration activities
Projects may be extended, shortened, or adjusted depending on scope and performance
Work will not involve access to confidential or proprietary information from any employer, client, or institution
About the Platform
This opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.
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