We are sharing a specialised part-time consulting opportunity for experienced in-house legal professionals with at least five years of experience practising in France and strong expertise in French 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 French law. Selected professionals will compare responses generated by two AI platforms, score them against a standardised rubric, and provide concise written feedback grounded in professional legal judgment.
Key Responsibilities
French Legal Analysis
Review AI-generated responses to realistic questions involving French 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 French legal practice
AI Response Comparison
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
Scoring & Evaluation
Score each response against a provided standardised 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
Written Legal Feedback
Provide concise written justification for each evaluation
Explain significant errors, omissions, or reasoning weaknesses clearly
Document relevant differences between competing AI responses
Communicate findings precisely and efficiently
Complete assigned evaluations according to project deadlines
Ideal Profile
Strong candidates may have:
At least 5 years of professional experience as in-house legal counsel practising in France
Strong command of French law
Substantial experience with commercial and contract matters
Experience advising businesses on practical legal issues
Strong ability to evaluate complex legal reasoning
Excellent written communication and attention to detail
Ability to work independently using structured evaluation criteria
Strong professional judgment and consistency when reviewing legal work
Educational Background
A legal degree or equivalent professional legal qualification is highly relevant
Professional qualifications appropriate to legal practice in France may strengthen an application
Substantial professional experience involving French commercial and contract law is particularly important for this engagement
Nice to Have
Experience reviewing legal research or analysis produced by other professionals
Background advising multinational or complex commercial organisations
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
Why This Opportunity
Apply French legal expertise to advanced legal AI evaluation
Review realistic questions grounded in commercial and contract practice
Compare the performance of multiple AI systems using professional legal judgment
Help improve the accuracy and reliability of AI-generated legal analysis
Participate in a focused remote engagement with competitive hourly compensation
Potential for additional work following the initial project scope
Contract Details
Independent contractor role
Fully remote with flexible scheduling
At least 5 years of in-house legal experience practising in France is required
Initial commitment of approximately 10 hours, with strong potential for additional work
Competitive rates between $145–$155 per hour depending on expertise and project scope
Work may include AI response comparison, French legal analysis, rubric-based scoring, and written evaluation
All project work is subject to confidentiality requirements and NDA
Weekly payments via Stripe or Wise
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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