Join to apply for the Litigation Expert (SME) role at Invisible Expert Marketplace.PurposeWe are seeking a highly experienced Litigation lawyer consultant to serve as an independent expert 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 ImprovementDefine domain‑specific quality success metrics.Develop project‑specific SOPs, QA rubrics, and reference materials for 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 specification 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.Talent Vetting & Output ImprovementParticipate 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 such as legal annotation guidelines and compliance checklists.Project Delivery SupportAdvise 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.Target ProfileBachelor 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.Robust 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.Example ScopeField of StudyConstitutional Law – legal interpretation, judicial precedent analysisInternational Law – treaty interpretation, UN/EU policy navigationHuman Rights Law – case comparison, international convention alignmentCorporate/Commercial Law – contract drafting support, due diligence reviewCriminal Law – case law analysis, legal argument generationEnvironmental Law – regulatory compliance interpretation, policy summarizationIntellectual Property Law – patent parsing, copyright classification, IP rights mappingTechnology/Data Law – GDPR compliance modeling, data policy interpretationAdministrative Law – government process simulation, regulation breakdownsLegal Theory / Jurisprudence – philosophical argument mapping, critical legal reasoningLitigation / Arbitration – argument structuring, evidence analysis, motion drafting supportComparative Law – legal system cross‑referencing, policy harmonizationPay RangeWe offer a pay range of $25‑$100 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above.Job DetailsJob title: Litigation Expert (SME)Employment type: ContractWorkplace type: RemoteSeniority level: Senior LevelThe contractor will supply a secure computer and high‑speed internet; company‑sponsoredbenefits such as health insurance and PTO do not apply.#J-18808-Ljbffr

📌 Litigation Expert - $25 - $100 An Hour - Remote (Toronto)
🏢 Invisible Expert Marketplace
📍 Toronto