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About Micro1: Job DescriptionRole Title: Healthcare Attorney (BigLaw Firms)Role Type: ContractorLocation: Remotemicro1 is engaging Healthcare Attorneys with BigLaw experience to collaborate on healthcare regulatory and compliance projects 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 WorkReview and annotate legal documents related to healthcare regulations, ensuring accuracy and clarity of regulatory concepts.Analyze complex healthcare policies, statutes, and regulations, including HIPAA, Stark Law, and the Anti-Kickback Statute.Draft and refine contract language to ensure compliance with U.S. healthcare legal frameworks.Provide detailed feedback on regulatory compliance issues and identify potential legal risks in provided scenarios.Contribute to the development of AI training data by offering expert commentary and nuanced legal interpretations.Collaborate with project stakeholders to discuss findings and clarify healthcare legal concepts as needed.Preferred QualificationsJuris Doctor (JD) degree and active bar admission in the United States.Substantial experience practicing healthcare law at a major U.S. law firm (BigLaw) or top healthcare-focused firm.Demonstrated expertise in U.S. healthcare regulatory compliance, including HIPAA, Stark Law, and Anti-Kickback Statute.Proven ability to review, annotate, and draft complex legal documents related to healthcare law and policy.Strong written and verbal communication skills, with attention to detail and an analytical mindset.Experience providing advisory services on healthcare compliance matters.Ability to work independently and collaboratively in a remote project-based environment.

About Micro1: Job DescriptionRole Title: Family Law Attorney (BigLaw Firms)Role Type: ContractorLocation: Remotemicro1 is engaging accomplished Family Law Attorneys with BigLaw firm backgrounds to contribute to a customer's project focused on advancing AI capabilities in legal contexts. 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 WorkReview, analyze, and annotate legal documents and case files related to family law, providing expert insights and identifying key issues and outcomes.Conduct in-depth legal research on family law matters, statutes, and precedent cases to support the development of robust AI training datasets.Draft clear, accurate summaries and legal analyses, distilling complex concepts for integration into AI models.Evaluate and critique legal arguments, pleadings, and briefs, highlighting strengths, weaknesses, and important nuances.Collaborate with a multidisciplinary team using digital project management tools, providing feedback and sharing best practices in remote environments.Maintain meticulous attention to detail in document review, annotation, and report creation, ensuring factual and legal accuracy.Adapt to evolving project tools and methodologies, delivering high-quality contributions on time and according to project requirements.Preferred QualificationsSignificant experience practicing family law at a prominent BigLaw firm, with deep subject matter expertise across divorce, custody, support, and related matters.Exceptional legal research, writing, and case analysis abilities, demonstrated through sophisticated, real-world legal work.Proven experience with document review, annotation, and legal summarization in high-stakes or complex environments.Strong verbal and written communication skills, with the ability to explain intricate legal principles in accessible terms.Outstanding critical thinking, organizational, and time-management capabilities for handling multiple assignments in a digital workspace.Comfort and adaptability with technology, remote collaboration, and digital project management tools.Track record of contributing fresh perspectives and insights, and a collaborative approach to legal problem-solving.

About Micro1: Job DescriptionRole Title: Immigration Attorney (BigLaw Firms)Role Type: ContractorLocation: Remotemicro1 is engaging Immigration Attorneys (BigLaw Firms) to contribute subject matter 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 complex immigration law queries and provide well-reasoned, written responses.Review and refine legal documents, forms, and correspondence for clarity, completeness, and compliance with best practices.Evaluate case scenarios using case management platforms and annotate legal processes for machine learning training.Leverage legal research tools to generate accurate, up-to-date information and elucidate key legal concepts.Offer structured feedback on draft AI model outputs to improve reasoning and legal accuracy.Collaborate with project managers and other experts to ensure high-quality deliverables in a technology-driven environment.Preferred QualificationsExtensive experience as an attorney practicing immigration law at BigLaw firms or comparable settings.Demonstrated expertise in legal writing, analysis, and review of complex immigration cases and documentation.Proficiency with legal case management software and legal research databases.Exceptional attention to detail and ability to communicate complex legal information clearly in both written and verbal formats.Proven ability to collaborate with multidisciplinary teams and provide actionable feedback on draft materials.Experience participating in technology-driven or AI-adjacent legal projects is advantageous.Commitment to maintaining confidentiality and upholding the highest standards of legal ethics.

About Micro1: Job DescriptionRole Title: Medical CoderRole Type: ContractorLocation: Remotemicro1 is engaging Medical Coders to contribute their expertise to 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 WorkAnnotate and review medical records, ensuring accurate assignment of ICD-10 and CPT codes based on documentation.Apply Evaluation & Management (E&M) leveling using official guidelines to validate and enrich datasets.Leverage up-to-date coding reference materials to maintain compliance with current coding standards.Collaborate with project stakeholders via written and verbal communication to clarify requirements and resolve ambiguities in clinical documentation.Provide high-quality feedback on coding guidelines and edge cases to improve project workflows and model understanding.Contribute domain expertise to the creation and validation of medical code datasets for AI training purposes.Preferred QualificationsActive AAPC Certified Professional Coder (CPC) certification is required.Comprehensive understanding of ICD-10 and CPT coding systems and E&M leveling guidelines.Experience with diverse clinical documentation types and associated coding challenges.Proficiency with both written and verbal communication, with a strong attention to clarity and detail.Access to up-to-date official ICD-10 and CPT coding books, as well as E&M guidelines.Familiarity with digital annotation tools or experience participating in data-driven projects (nice to have).Commitment to quality, accuracy, and continuous learning in a fast-evolving healthcare and technology environment.

About Micro1: Job DescriptionRole Title: Medical AuditorRole Type: ContractorLocation: Remotemicro1 is engaging Medical Auditors to contribute specialized expertise to a customer’s project within the academic medical center landscape. 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 ideal for experienced professionals with a proven track record in outpatient professional fee coding and audit program oversight, especially within academic medical centers.Scope of WorkConduct detailed reviews and audits of outpatient professional fee coding records for accuracy and compliance.Identify trends, gaps, and potential risks in coding practices, providing actionable recommendations for quality improvement.Apply comprehensive knowledge of academic medical center protocols to evaluate audit findings and ensure adherence to best practices.Document findings clearly and provide written narratives that enhance model training data for AI development.Contribute high-quality feedback on complex coding and auditing scenarios to support AI learning objectives.Engage in collaborative discussions to clarify ambiguous or nuanced coding and documentation cases.Support ongoing audit program management initiatives as needed, leveraging extensive experience in similar environments.Preferred QualificationsMinimum 10 years' experience in medical coding, with a focus on outpatient professional fee coding and auditing.Direct experience managing or conducting audits at academic medical centers.Demonstrated history of consistent high performance and accuracy in coding and audit review assignments.In-depth understanding of medical coding guidelines, compliance regulations, and audit methodologies.Exceptional written and verbal communication skills, with the ability to convey complex findings clearly.Experience delivering insightful, actionable recommendations based on audit data.Knowledge of audit program management and familiarity with the unique challenges of academic environments.