Litigation Expert (SME)
Skills
- Licensed litigation experience with evidence and argument analysis
- Proven experience creating QA rubrics, SOPs, and training materials
- Strong legal research and document-review skills
- Ability to provide concise, actionable written feedback
- Familiarity with annotation tooling or review platforms
- Knowledge of compliance, IP, and privacy considerations in data projects
- Excellent attention to detail and documentation discipline
- Comfort working to fixed project timelines and deliverables
- Fluency in spoken and written English
Responsibilities
- Define domain-specific quality success metrics and acceptance criteria for legal annotation projects
- Develop project-specific SOPs, QA rubrics, and reference materials
- Perform structured QA passes on annotated legal datasets and flag/correct defects
- Return work to contractors with precise remediation notes and actionable feedback
- Vet and assess contractor samples and participate in hiring calibration
- Advise on legal research tools, document-review workflows, and compliance requirements
- Handle spec changes and edge-case scenarios by drafting acceptance criteria or workarounds
- Curate gold-standard reference libraries and calibration examples
- Build and maintain defect trackers, dashboards, and post-mortem analyses
- Contribute to post-project reviews and recommend process or training improvements
Education
- Bachelor of Law (LLB) or Juris Doctor (JD)
- Admission to bar or equivalent license in relevant jurisdiction(s)
- Minimum 5+ years of professional legal experience (litigation preferred)
Benefits
- Competitive hourly contractor rate ($25–$100/hr) based on experience and location
- Flexible, fully remote, project-based engagements
- Opportunity to influence AI model performance and datasets
- Short-term and clearly scoped projects with defined deliverables
- No company-sponsored benefits (contractor provides own equipment and internet)
Average salary estimate
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