Litigation Expert

6 days ago

United Kingdom Meridial Marketplace, by Invisible Full time

We are seeking a highly experienced Litigation lawyer consultant to serve as a consultant on AI training data projects for leading AI model builders and enterprises. Your focus will be to define success criteria, review outputs, and provide targeted guidance to improve quality and speed — directly contributing to the successful delivery of domain-specific annotated datasets that meet the highest technical standards. You will be engaged on specific projects with clearly defined deliverables, milestones, and end dates.
Technical Standard Setting, Quality Control, and Process Improvement
Define domain-specific quality success metrics.
Develop project-specific SOPs, QA rubrics, and reference materials for the specific purpose of meeting client technical standards.
Review project outputs against technical standards, flagging and correcting defects before client delivery.
Perform structured QA passes on legal annotation projects; Return files to contractors with precise remediation notes.
Provide advisory input on legal research tools, document review workflows, and compliance requirements.
Curate example libraries of “gold standard” legal references for calibration and comparability to agreed sample references.
Talent Vetting & Output Improvement
Participate in vetting and assessing technical contractor talent for specific projects.
Review sample work from contractors and provide precise, actionable written feedback to improve outputs.
legal annotation guidelines, compliance checklists.
Project Delivery Support
Advise on technical scoping and requirements during project setup.
Provide expert guidance for edge cases, technical exceptions, and specification changes.
Contribute to post-project reviews to capture lessons learned and improve future standards.
Build dashboards or trackers with defect categories and recurrence to surface production insights that improve project outcomes.
Conduct post-mortems, analyze defect trends, and propose process tweaks or training refreshers.
Bachelor of Law and 5+ years professional experience as a licensed attorney in relevant jurisdiction(s).
Proven ability to set, enforce, and maintain high technical standards in legal review.
Experience producing technical documentation, quality rubrics, or training resources.
Ability to work within fixed project timelines and scope.
Fluency in spoken and written English, with clear and concise writing skills.
Example Data Annotation - Potential Scope
Field of Study
Legal interpretation, judicial precedent analysis
Treaty interpretation, UN/EU policy navigation
Corporate/Commercial Law
Contract drafting support, due diligence review
Case law analysis, legal argument generation
Regulatory compliance interpretation, policy summarization
Technology/Data Law
GDPR compliance modeling, data policy interpretation
Legal Theory / Jurisprudence
Philosophical argument mapping, critical legal reasoning
Litigation / Arbitration
Argument structuring, evidence analysis, motion drafting support
Legal system cross-referencing, policy harmonization
We offer a pay range of $25-to- $100 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply.
Litigation Expert (SME)
Contract
Remote

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