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About Micro1: Job DescriptionRole Title: Clinician (Oncology / Hematology)Role Type: ContractorLocation: Remotemicro1 is engaging Clinician (Oncology / Hematology)s to contribute to a customer’s project at the forefront of AI in healthcare. 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 WorkAuthor and review evaluation tasks that require nuanced clinical judgment, leveraging Clinical Study Reports, periodic safety reports, and regulatory correspondence in oncology and haematology.Assess the clinical defensibility of efficacy and safety conclusions, ensuring endpoints and effect sizes reflect true clinical significance.Apply advanced judgment to dose escalation, dose-limiting toxicity, modifications, adverse event grading and attribution, and the coherence of patient narratives.Evaluate benefit-risk reasoning, scrutinizing the durability of conclusions in light of new events, and the realism of described management strategies.Identify and flag content that is clinically implausible or internally inconsistent, distinguishing these from legitimate clinical variation.Provide structured, guideline-based written rationales that clearly explain the validity or limitations of clinical interpretations for a non-clinical audience.Preferred QualificationsSpecialist registration or board certification in medical oncology and/or haematology, with 5+ years of post-training clinical experience.Direct involvement in clinical trials as investigator, sub-investigator, or sponsor-side medical monitor, safety physician, or clinical development physician.Proficiency with CTCAE grading, relevant response criteria (RECIST, Lugano, IMWG, IWCLL, ELN), and outcome endpoints (ORR, DoR, PFS, OS, MRD).Hands-on experience with trial documents such as protocols, investigator brochures, CSRs, safety narratives, or DSMB/IDMC materials.Demonstrated excellence in written communication, with clear, structured explanations of clinical reasoning tailored for non-clinical readers.Previous roles in medical monitoring or as medical director on oncology or haematology programmes, and committee participation (IDMC, DSMB, adjudication, or independent review committees).Peer-reviewed publication record or authorship on clinical trial manuscripts, with any exposure to AI-assisted clinical review tools seen as a plus.

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About Micro1: Job DescriptionRole Title: Bankruptcy AttorneyRole Type: ContractorLocation: Remotemicro1 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 15 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: Compliance AttorneyRole Type: ContractorLocation: Remotemicro1 is engaging Compliance Attorneys 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 WorkAnalyze, review, and annotate legal documents and compliance materials to inform AI system development.Draft detailed explanations, rationales, and responses to complex compliance scenarios, enhancing machine learning data sets.Evaluate and critique AI-generated legal outputs for accuracy, logic, and adherence to U.S. compliance standards.Collaborate remotely with project leads and technical specialists to provide expertise on nuanced compliance and regulatory questions.Develop scenario-based questions and answers reflecting current trends and challenges in compliance law.Identify ambiguities or potential legal pitfalls in AI outputs and suggest improvements for clarity and precision.Contribute feedback on process enhancements, supporting the continuous refinement of AI training protocols.Preferred QualificationsJuris Doctor (JD) degree from an accredited U.S. law school and active attorney license in good standing.3-15 years of recent, substantive experience practicing compliance law within the United States.Exceptional written and verbal communication skills, with a demonstrated ability to articulate complex concepts clearly and concisely.US-based, currently practicing in the field of compliance law.Judicial clerkship experience (service as a clerk for a judge) preferred.Experience teaching law courses or legal writing at accredited law schools is a plus.Editorial experience with legal journals during law school is highly valued.

About Micro1: Job DescriptionRole Title: AI Data Science Domain ExpertRole Type: Contractor (Part Time)Location: Remotemicro1 is engaging AI Data Science Domain Experts to participate in a customer's project focused on advancing AI technology through high-caliber, domain-informed contributions. 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 contract is ideal for specialists who routinely develop or review research papers, analytical reports, technical documentation, experiment summaries, or data-driven recommendations. An analytical mindset, meticulous attention to detail, and excellent written communication are essential as you craft, evaluate, and refine prompts, assess AI outputs, and ensure robust data quality.Scope of WorkReview, edit, and refine AI-generated content and data outputs for accuracy, clarity, and relevance based on domain knowledge and project-specific rubrics.Develop and optimize prompts to steer AI models towards desired outputs, leveraging professional writing and technical documentation skills.Conduct rubric-based evaluation of AI model performance, providing structured feedback and suggestions for improvement.Perform independent research to validate facts, enhance data quality, and support robust content evaluation processes.Contribute to quality assurance efforts by annotating data, fact-checking outputs, and ensuring adherence to analytic standards.Interpret and summarize complex datasets or findings into clear, actionable reports and technical summaries.Collaborate asynchronously with project leads and other domain experts to share insights and best practices.Preferred Qualifications3+ years of professional experience in Data Science, Machine Learning, Applied AI, Statistics, Quantitative Analytics, or Data Analytics.Proven track record of producing or reviewing research papers, analytical reports, experiment summaries, notebooks, or technical documentation.Exceptional analytical reasoning, critical thinking, and attention to detail in written and quantitative deliverables.Advanced proficiency in professional writing, report writing, and business or technical communication.Experience with data annotation, content review, or rubric-based evaluation is highly desirable.Background in prompt engineering, AI output evaluation, fact checking, or RLHF (Reinforcement Learning from Human Feedback) is advantageous but not required.Master's, JD, MBA, PhD, or other advanced degree preferred; contributors from highly selective universities, leading technology companies, or research organizations are strongly encouraged to express interest.