Job Description
Role Title: Legal Specialist
Role Type: Contractor
Location: Remote
micro1 is engaging Legal Specialists to contribute their domain expertise to a high-impact customer project focused on advancing AI capabilities. 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. This engagement centers on sharing original, expert-authored legal documents — such as memos, case analyses, contracts, and policy papers — to support the development of nuanced, responsible AI agents. Materials must be rich in technical detail, well-structured, and include multimodal elements like tables, figures, or charts, illustrating genuine human insight and legal acumen.
Scope of Work
Provide high-quality, professionally structured legal documents authored in your field, including PDFs or Word documents with textual analysis, tables, charts, or diagrams.
Ensure all shared materials are original and not sourced from the internet or generated synthetically.
Demonstrate deep legal analysis, issue spotting, and technical depth through your submissions.
Contribute a mix of document types and lengths, ideally ranging from 10 to 100 pages, reflecting real-world legal work.
Maintain strict confidentiality and awareness of privilege in all materials and communications.
Participate in feedback cycles as needed to clarify content or enhance document utility for AI model training.
Communicate effectively with written and verbal updates, providing context or explanation where required.
Preferred Qualifications
Practising lawyer, legal researcher, compliance consultant, or legal professional with hands-on experience in document drafting and legal analysis.
Demonstrated expertise in producing high-quality legal documents, such as memos, case briefs, contracts, or policy analyses.
Strong legal writing, with proven ability to articulate complex legal concepts accurately and clearly.
Experience incorporating tables, diagrams, or other modalities into legal documents.
Keen awareness of confidentiality obligations, privilege, and data privacy in legal practice and document sharing.
Proficiency in both written and verbal communication for project-related correspondence.
Background in compliance, policy, or specific legal domains (e.g., intellectual property, regulatory, corporate) is an asset.
About Micro1
Micro1 is building the essential infrastructure for the next generation of artificial intelligence, moving beyond the limitations of static datasets to create a dynamic ecosystem where models truly learn to think and act. At its core, the company understands that the path to frontier intelligence isn't paved with synthetic data alone; it requires the nuance, judgment, and contextual awareness that only expert human guidance can provide. By positioning itself at the intersection of human expertise and advanced reinforcement learning, Micro1 is tackling the hardest problem in AI today: teaching models not just to answer questions, but to reason through complexity and take meaningful actions in unpredictable, real-world environments.
This mission comes to life through Realm, Micro1's flagship training environment. Realm functions as a high-fidelity simulation ground where AI agents are immersed in scenarios that closely mirror the messiness of actual human workflows. Rather than relying on abstract benchmarks, Realm forces models to engage in agentic actions, multi-step decisions, digital navigation, coding, and problem-solving that require genuine comprehension. It is within these realistic sandboxes that world-class human data is generated, creating a continuous feedback loop where expert annotators observe, correct, and guide model behavior. This process does more than just fine-tune outputs; it fundamentally elevates a model's underlying reasoning architecture, ensuring that the intelligence developed in training holds up when deployed into the wild.
But training is only half the equation. Micro1 recognizes that the true test of an AI system lies in its production performance, which is where Cortex enters the picture. Cortex is a contextual evaluation platform designed to move beyond superficial accuracy metrics and provide a granular, real-time view of how agents behave in live settings. It doesn't just flag errors; it surfaces the underlying context behind failures, revealing why an agent struggled with a particular user intent or environmental variable. This insight is invaluable for engineering teams, as it transforms evaluation from a passive checkpoint into an active improvement tool. With Cortex, companies can catch degradation early, understand the nuances of edge cases, and feed those learnings directly back into Realm for retraining, creating a virtuous cycle of continuous advancement.
Ultimately, Micro1 is not merely a data lab or an evaluation tool it is a comprehensive intelligence engine that connects the entire lifecycle of model development. From the expert human feedback that sharpens raw capability, to the realistic RL environments that forge robust agentic behavior, to the contextual oversight that ensures reliability in production, Micro1 provides the integrated foundation that AI labs and enterprises desperately need. As the industry races toward truly autonomous systems, Micro1 stands as the critical bridge between laboratory breakthroughs and dependable, real-world impact, ensuring that frontier models do not just perform well on paper, but deliver genuine value in the complex, dynamic world they are meant to serve.