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About Micro1: Job DescriptionRole Title: Bankruptcy AttorneyRole Type: ContractorLocation: Remote, US-based onlymicro1 is engaging Bankruptcy Attorneys to contribute their specialized legal expertise to a customer's innovative 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.Scope of WorkAnalyze, review, and annotate legal documents specific to bankruptcy law, providing expert feedback and substantive commentary.Draft sample motions, pleadings, and court filings reflecting common and complex scenarios in bankruptcy proceedings.Evaluate hypothetical legal scenarios and deliver well-reasoned written explanations and argumentation.Contribute to the creation of educational content and model training datasets relevant to bankruptcy practice.Assess model-generated legal answers for accuracy, clarity, and alignment with current U.S. bankruptcy law.Participate in written and verbal communications, ensuring precise, high-quality input for AI training purposes.Identify nuances and emerging trends in bankruptcy law that can enhance the project's quality and breadth.Preferred QualificationsJuris Doctor (JD) degree from an accredited U.S. law school.Active license to practice law in the United States, with a minimum of 3 and up to 10+ years of recent, hands-on bankruptcy law experience.Direct experience as an independent contributor on bankruptcy matters, including filings, court appearances, and advisory work.Strong written and verbal communication skills, with a demonstrated ability to explain intricate legal concepts clearly and concisely.Judicial clerkship experience, particularly for a bankruptcy or federal judge (preferred).Experience teaching law (e.g., adjunct or guest lecturer) or creating legal instructional materials (preferred).Editorial experience with a legal journal or law review during law school (preferred).

About Micro1: Job DescriptionRole Title: Litigator / Practicing AttorneyRole Type: ContractorLocation: Remote, US only.micro1 is engaging Litigator / Practicing Attorneys to contribute expertise to a customer project focused on the intersection of law and emerging technology. 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.Scope of WorkApply legal reasoning and litigation experience to evaluate, refine, and enhance AI-generated legal content, such as briefs, arguments, and memos.Review and assess AI outputs for factual and legal accuracy, analytical rigor, and adherence to professional standards.Provide detailed, written feedback identifying errors, logical inconsistencies, and areas for improvement in legal responses.Contribute expert judgment on ambiguous or complex edge cases, informing model calibration for nuanced legal issues.Draft or edit sample legal language and arguments to strengthen model understanding of varied litigation and practice scenarios.Collaborate asynchronously with a cross-functional project team, incorporating iterative feedback and delivering clear written communication.Preferred QualificationsJD degree from an ABA-accredited U.S. law school and active license in good standing in at least one U.S. jurisdiction.3–15 years of post-JD legal experience, with a strong preference for trial, appellate, or litigation specialists.Judicial clerkship experience at the federal or state level (trial or appellate courts) is highly valued.Proven expertise in legal writing, with experience as a law journal editor or published legal author considered a plus.Substantial trial experience, federal court admissions, or appellate practice background enhances your candidacy.Demonstrated ability to communicate complex legal concepts with clarity, precision, and professionalism.Prior instruction or teaching experience in legal education (law school faculty, adjunct, lecturer, or fellow) is desirable.

About Micro1: Job DescriptionRole Title: Generalist — U.S. Tax Workflow EvaluationRole Type: ContractorLocation: Remotemicro1 is engaging Generalist — U.S. Tax Workflow Evaluations to participate in a short-term customer project focused on evaluating U.S. tax and financial workflows. 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.Scope of WorkCarry out structured evaluation tasks by reviewing, annotating, and assessing U.S. tax filing workflows and related financial processes.Follow detailed project instructions and apply defined rubrics to objectively evaluate workflow accuracy, completeness, and user experience.Review and compare system-generated outputs to real-world tax documents and scenarios.Connect personal financial accounts via secure Plaid login, as well as personal Gmail and Google Drive to facilitate workflow reviews and document sharing.Share relevant tax-related documents for project purposes, with all downstream use occurring after PII has been sanitized.Communicate findings clearly through both written and verbal feedback as required.Collaborate asynchronously with project coordinators and provide timely updates on deliverables.Preferred QualificationsCurrently residing in a mainland U.S. state and able to start immediately.Demonstrated financial literacy and hands-on experience filing 2025 U.S. taxes, either independently or in consultation with a CPA/tax professional.Comfortable connecting personal Gmail, Google Drive, and financial accounts for secure, project-specific use.Proficient in reviewing and annotating documents, with attention to detail and consistency.Experience applying structured evaluation criteria, rubrics, or participating in model or workflow assessments (e.g., data annotation, RLHF, quality review).Excellent written and verbal communication skills, with a focus on clarity and precision.Familiarity with Google Workspace tools (Docs, Sheets, Drive), and ability to follow digital workflows.

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About Micro1: Job DescriptionRole Title: Urdu Transcription ExpertRole Type: ContractorLocation: Remotemicro1 is engaging Urdu Transcription Experts to participate in a dynamic project 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.Scope of Work:Transcribe audio and video content in Urdu with exceptional accuracy and attention to linguistic nuances.Review and refine existing Urdu transcriptions, ensuring clarity, consistency, and fidelity to spoken content.Annotate transcripts with relevant metadata and speaker details as required by project guidelines.Collaborate remotely with fellow linguistic experts and project managers to address queries and improve processes.Apply in-depth knowledge of Urdu grammar, spelling, and colloquial expressions to deliver polished transcripts.Maintain a high standard of written and verbal communication throughout all project interactions.Meet deliverable quality standards and align with project timelines for submission of transcription tasks.Preferred Qualifications:Native or near-native proficiency in Urdu, including strong command of regional dialects and contemporary usage.Demonstrated experience in transcription, translation, or linguistic annotation projects, particularly in Urdu.Expert attention to detail and a commitment to producing error-free transcriptions.Strong written and verbal communication skills, with the ability to provide clear feedback and explanations.Familiarity with digital transcription tools and best practices for managing multimedia content.Proficiency in using remote collaboration platforms to communicate and coordinate with project participants.Adaptability and eagerness to engage with innovative projects in language technology and data annotation.