Legal Expert (Litigation & Disputes)

Micro1; United States; Remote; USD 60,000 - 90,000; Full time

Job summary

micro1 is engaging Legal Experts (Litigation & Disputes) to contribute to an innovative project centered on the annotation and review of legal data for a valued customer. In this role, you'll apply your expertise to help train next-generation AI systems.

Your domain knowledge is what matters, and no prior AI experience is required. You will create and annotate legal data tasks involving pleadings, motions, and briefs, and analyze litigation documents for completeness and instructional clarity.

Qualifications

• Strong grounding in civil procedure and motions practice
• Experience drafting or reviewing motions, briefs, and related litigation documents
• Familiarity with eDiscovery processes and document review workflows
• Demonstrated advanced legal research and analytical reasoning
• Experience designing or reviewing instructional legal content or data annotation tasks is a plus

Responsibilities

• Create and annotate legal data tasks involving pleadings, motions, and briefs related to civil disputes.
• Analyze and review litigation documents for completeness, accuracy, and instructional clarity.
• Develop annotation guidelines for eDiscovery and document review workflows; provide feedback to improve data quality.

Skills

Civil procedure

Motion practice & briefs

eDiscovery

Advanced legal research

Trial & appellate advocacy

US-based litigator experience

Job description

micro1 is engaging Legal Experts (Litigation & Disputes) to contribute to an innovative project centered on the annotation and review of legal data for a valued customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Create and annotate legal data tasks involving pleadings, motions, and briefs related to civil disputes. Analyze and review a variety of litigation documents for completeness, accuracy, and instructional clarity. Design and refine annotation guidelines for eDiscovery processes and document review workflows. Conduct advanced legal research and summarize findings to inform task content and quality assurance. Develop realistic trial and appellate scenarios to challenge and enhance AI legal reasoning capabilities. Provide actionable feedback to improve task design and overall data quality on an ongoing basis. Collaborate with project coordinators through clear, thoughtful written and verbal communication.

Required skills:

civil procedure, motion practice & brief writing, ediscovery, advanced legal research, trial & appellate advocacy Current or former US-based litigator with significant experience in civil procedure, trial, or appellate practice. Proven expertise in drafting and analyzing motions, briefs, and other litigation documents. Hands-on familiarity with eDiscovery processes, including review and production of electronically stored information. Demonstrated capability in advanced legal research and sophisticated legal analysis. Exceptional written and verbal communication skills, with an eye for detail and clarity. Experience designing or reviewing legal instructional content or data annotation tasks is a plus. Ability to work independently, manage multiple assignments, and consistently meet project requirements.