Legal Expert
Keystone Recruitment
Job Overview
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Job Description
Legal Expert at Keystone Recruitment
We are hiring on behalf of an advanced AI research organization working to improve the quality, reasoning, and reliability of large-scale conversational AI systems.
This project focuses on enhancing how AI systems respond to legal questions across professional and general-use scenarios. Your expertise will help ensure responses reflect sound legal reasoning, factual accuracy, and responsible communication aligned with real-world legal standards.
Role Overview
As a Legal Subject Matter Expert, you will evaluate and refine AI-generated legal responses. You will apply your professional legal judgment to assess reasoning quality, accuracy, clarity, and completeness in model outputs. This is a flexible, remote consulting opportunity suited for experienced legal professionals interested in contributing to the development of responsible AI systems.
Key Responsibilities
- Draft and refine prompts to guide AI behavior in legal scenarios
- Evaluate AI-generated responses to legal queries for accuracy, reasoning quality, and clarity
- Conduct fact-checking using authoritative public sources and recognized legal references
- Identify factual inaccuracies, flawed reasoning, omissions, or misleading explanations
- Assess tone and appropriateness of responses for real-world legal contexts
- Apply structured evaluation criteria using defined taxonomies and quality frameworks
- Provide reproducible, structured feedback to improve AI performance
Required Qualifications
- Minimum 5 years of professional legal experience
- Juris Doctor (JD), LLB, LLM, or equivalent legal qualification
- Experience in one or more of the following areas:
- Corporate, Business, or Commercial Law
- Employment, Labor, or Human Rights Law
- Public, Criminal, or International Law
- Private Law
- Strong analytical reasoning skills
- Excellent written communication skills in English
- Ability to clearly explain complex legal concepts
- Comfort evaluating nuanced legal arguments and identifying subtle reasoning gaps
Preferred Qualifications
- Experience working with AI systems or large language models
- Background in legal writing, editorial review, or academic publication
- Experience translating legal concepts for non-legal audiences
- Familiarity with structured evaluation frameworks, benchmarking, or quality scoring systems
- Prior experience in model evaluation, annotation, or feedback-based systems
What Success Looks Like
- Legal inaccuracies and reasoning gaps are consistently identified and documented
- AI-generated responses demonstrate improved clarity and legal precision
- Feedback is structured, objective, and reproducible
- AI systems become more reliable for legal-context use cases
Engagement Details
- Remote, flexible schedule
- Independent contractor engagement
- Compensation: $105 per hour
- Project duration may vary based on scope and performance
- Weekly payments via secure payment platform
Key skills/competency
- Legal analysis
- AI evaluation
- LLM refinement
- Legal research
- Fact-checking
- Legal writing
- Communication
- Reasoning
- Compliance
- Legal standards
How to Get Hired at Keystone Recruitment
- Understand Keystone Recruitment's role: Clarify whether applying directly to Keystone or their AI research organization client.
- Tailor your resume: Highlight extensive legal expertise and any experience with AI or technology evaluation for this Legal Expert role.
- Showcase legal reasoning: Prepare to discuss complex legal problem-solving and critical thinking in interviews.
- Demonstrate AI understanding: Be ready to articulate your perspectives on AI's impact on legal practice and ethics.
- Emphasize remote work readiness: Detail your experience and comfort with independent, flexible, remote collaboration tools and environments.
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