Job Description
Role Title: BigLaw lawyers
Role Type: Contractor
Location: Remote
micro1 is engaging lawyers to contribute their subject-matter expertise in support of a customer's project. 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 opportunity is tailored for US-based legal professionals with mandatory experience working at one or more Vault Law 100 firms. Experience at a Vault Law 100 firm is a required qualification for this role, as we're seeking candidates with top-tier legal training and exposure to sophisticated, high-stakes legal matters who are interested in applying their expertise in a collaborative, technology-driven environment.
Scope of Work
Conduct comprehensive legal analysis on a variety of US law topics, providing nuanced insights and guidance.
Perform in-depth legal research to support project objectives and ensure current, accurate information is utilized.
Draft, review, and edit legal content, including memoranda, opinions, contracts, and other relevant documents.
Assess and provide structured feedback on legal texts for clarity, accuracy, and alignment with best practices.
Participate in remote, multidisciplinary collaboration to refine project deliverables and address complex legal scenarios.
Contribute to content quality assurance by spotting errors, inconsistencies, or ambiguities in legal materials.
Apply meticulous attention to detail to maintain exceptionally high standards in all submissions.
Preferred Qualifications
Active license to practice law in the United States with strong academic credentials.
Experience in top Law Firms.
Current or prior experience at a top-tier US law firm, with exposure to varied practice areas.
Proven abilities in legal analysis, research, and drafting across a range of legal subjects.
Exceptional written and verbal communication skills, with demonstrated experience in legal content review.
Track record of successful remote collaboration and participation in multidisciplinary projects.
Experience with quality assurance and rubric-based evaluation of legal documents is a plus.
Demonstrated commitment to precision, accuracy, and upholding legal best practices in all work.
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.