Meridial Marketplace, by Invisible · 1 day ago
Litigation Expert (SME) - Freelance Project
United States
Contract
Remote
Senior Level
$25/hr - $100/hr
5+ years expMeridial Marketplace, by Invisible is seeking a highly experienced Litigation lawyer consultant to contribute to AI training data projects. The role focuses on defining success criteria, reviewing outputs, and providing guidance to ensure the delivery of high-quality annotated datasets.
Computer Software
Responsibilities
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; flag, track, and resolve defects quickly to hit delivery deadlines
Return files to contractors with precise remediation notes
Provide advisory input on legal research tools, document review workflows, and compliance requirements
Handle spec changes and edge-case scenarios — e.g., interpretation of ambiguous clauses — drafting acceptance criteria or workarounds
Curate example libraries of 'gold standard' legal references for calibration and comparability to agreed sample references
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
Create targeted training or calibration resources e.g., legal annotation guidelines, compliance checklists
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
Identify and summarize client model observations and insights
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
Qualification
Required
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
Strong communication skills for delivering clear technical guidance
Experience producing technical documentation, quality rubrics, or training resources
Ability to work within fixed project timelines and scope
Strong attention to detail, documentation discipline, and commitment to accuracy and consistency
Fluency in spoken and written English, with clear and concise writing skills
Benefits
Company‑sponsored benefits such as health insurance
PTO
Company
Meridial Marketplace, by Invisible
We are the AI training and scaling partner for the leading foundation model providers, enterprises, and governments, bridging the gap between AI potential and production.
5001-10000 employees
Funding
Current Stage
Late StageCompany data provided by crunchbase