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About Micro1: Job DescriptionRole Title: Subject Matter Expert – Chart & Data Visualization Analysis (AI Training)Role Type: ContractorLocation: Remotemicro1 is selecting Subject Matter Experts – Chart & Data Visualization Analysis (AI Training) to contribute to a high-impact client 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 ideal for data-driven professionals with a meticulous eye for interpreting domain-specific charts, excellent quantitative reasoning, and a passion for communicating complex concepts clearly in both written and verbal form. Contributors from Medicine & Biostatistics, Finance & Economics, Engineering & Physics, Earth Sciences & GIS, Data Science & Statistics, or Operations & Manufacturing are especially encouraged to express interest.Scope of WorkInterpret and analyze domain-specific charts, graphs, and data visualizations with a high level of accuracy and domain terminology precision.Design clear, unambiguous questions that require multi-step quantitative reasoning based on information-rich charts.Develop objectively answerable tasks focused on in-depth reasoning, calculations, comparisons, and trend analysis.Provide precise answers along with detailed, step-by-step explanations of your reasoning and calculation process.Utilize correct chart terms, units, axes, scales, legends, confidence intervals, and time periods in all tasks and solutions.Collaborate remotely with project coordinators and reviewers, demonstrating strong written and verbal communication skills.Ensure tasks are clear, free from subjectivity, and avoid unsupported conclusions or unnecessary complexity.Preferred QualificationsBachelor's degree or equivalent professional experience in a relevant domain (Medicine, Finance, Engineering, Earth Science, Data Science, Operations, etc.).At least two years of professional, academic, or research experience working with domain-relevant charts or quantitative data.Advanced degree, professional credential, or significant industry specialization (highly desirable).Demonstrated ability to select and interpret complex charts, including those with multiple data series, annotations, or statistical features.Experience authoring technical assessments, benchmark questions, or structured analytical tasks for learning, analytics, or evaluation purposes.Proven ability to write unambiguous, objectively answerable questions and communicate calculations clearly in English.Remote collaboration and asynchronous communication experience with cross-functional technical or research teams.

About Micro1: Job DescriptionRole Title: Subject Matter Expert – Data & Statistical Chart Analysis (AI Benchmark)Role Type: ContractorLocation: Remotemicro1 is engaging Subject Matter Experts – Data & Statistical Chart Analysis (AI Benchmark) to contribute expertise on a customer project advancing the capabilities of next-generation AI systems. 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 WorkInterpret complex data science and statistical visualizations—such as Sankey diagrams, heatmaps, calibration curves, residual plots, correlation matrices, and distribution plots—applying advanced professional judgement and terminology.Design clear, objective, multi-step analytical tasks and questions based on challenging visualizations, emphasizing quantitative reasoning beyond surface-level chart reading.Deliver precise, unambiguous answers with thorough, step-by-step written explanations, including explicit calculations, statistical inferences, or modeling logic as required.Utilize exact data science and statistical language, ensuring accuracy in referencing units, scales, axes, legends, and annotations in all outputs.Create tasks that require graphical reasoning, trend analysis, comparison, interpolation, and statistical inference, always avoiding ambiguous or subjective prompts.Participate in remote collaboration, contributing via written and verbal channels, incorporating feedback, and maintaining consistent communication with project stakeholders.Consistently produce objectively verifiable tasks and solutions to support the rigorous training and evaluation of advanced AI models.Preferred QualificationsBachelor's degree or equivalent professional experience in Data Science, Statistics, Applied Mathematics, Computer Science, Operations Research, or a related quantitative field.Minimum of two years’ professional, academic, or research background engaging with statistical models, data visualizations, or analytical reporting.Advanced proficiency in interpreting axes, legends, units, scales, confidence intervals, and statistical annotations across diverse chart types.Demonstrated ability to clearly articulate analytical processes and quantitative reasoning in high-quality written and verbal English.Bilingual proficiency in English and, ideally, a second language relevant to your domain.Experience with technical documentation, publication, assessment design, or structured analytical task development.Background in producing data-annotation tasks, benchmark questions, technical reports, or related materials for data science, statistics, or AI-driven projects.

About Micro1: Job DescriptionRole Title: Subject Matter Expert – Medicine & Biostatistics Chart AnalysisRole Type: ContractorLocation: Remotemicro1 is selecting Subject Matter Expert – Medicine & Biostatistics Chart Analysis professionals to contribute advanced domain insights to 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.Scope of WorkInterpret complex medical and biostatistical charts, including Kaplan-Meier curves, forest plots, ROC curves, hazard-ratio plots, and similar clinical or epidemiological visualizations, with professional accuracy.Draft clear, objective, and multi-step analytical questions based on intricate visual data, requiring quantitative reasoning and detailed interpretation beyond basic data extraction.Deliver precise, unambiguous answers accompanied by comprehensive, step-by-step explanations in expert-level written English, outlining calculations, statistical inferences, or clinical judgment.Apply domain-specific medical and biostatistical terminology, ensuring accurate reference to units, scales, confidence intervals, p-values, and annotations across all deliverables.Design reasoning tasks that emphasize graphical interpretation, comparisons, calculations, trend analysis, and data interpolation, while strictly avoiding subjective or ambiguous phrasing.Collaborate remotely and reliably with project teams via written and verbal channels, actively incorporating feedback and upholding consistent, high-quality communication.Produce verifiable reasoning assignments that directly support training and evaluation use cases for advanced AI models.Preferred QualificationsBachelor's, Master's, or Doctoral degree (MD, MPH, PhD, or equivalent) in Medicine, Epidemiology, Biostatistics, Public Health, or a closely related quantitative or clinical field.Two or more years of professional, academic, or research experience interpreting clinical trial data, survival analyses, or epidemiological visualizations.Demonstrated advanced skill with axes, legends, units, scales, confidence intervals, and statistical annotations in medical charts (e.g., Kaplan-Meier, forest, ROC curves).Proven ability to clearly articulate analytical processes and provide clinical or biostatistical reasoning in high-quality written and spoken English.Bilingual proficiency in English and, ideally, a second language relevant to medical or research practice.Experience in technical documentation, scientific publishing, assessment or analytical task development, or structured data annotation for clinical, research, or AI-focused projects.Background in producing benchmark questions, technical reports, or data annotation tasks for medical, clinical research, or AI model development engagements.

About Micro1: Role Title: Intellectual Property CounselJob Type: ContractorLocation: RemoteJob Summary: We are seeking seasoned Intellectual Property Counsels for a part-time role at the forefront of legal AI. This opportunity is for elite lawyers who want to help shape how advanced AI is trained, evaluated, and applied in real-world legal work, especially those who have deep experience with drafting, reviewing, negotiating, and redlining within the tech field.In this role, you will review, assess, and contribute to contract redlining workflows used to train and evaluate state-of-the-art AI models. Your work will directly improve how these systems identify risk and interpret contract language to create tools with improved precision and legal judgment.Key Responsibilities:Perform simulated contract negotiations and redlining exercises.Review and assess AI responses to contract scenarios, providing expert feedback to improve model performance and output precision.Create objective evaluation frameworks and grading criteria to assess AI performance on contract tasks with rigor and consistency.Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.Required Skills and Qualifications:J.D. from an ABA-accredited law school.Active bar admission in at least one U.S. jurisdiction.Minimum of 3 years of counsel experience focused on technology transactions, particularly negotiating MSAs, NDAs, and DPAs.Exceptional written and verbal communication skills with meticulous attention to detail.Strong analytical capabilities and ability to translate legal expertise into actionable feedback for AI systems.Demonstrated commitment to innovation at the intersection of law and technology.Experience working with cross-disciplinary teams in fast-paced environments.Preferred Qualifications:Prior exposure to AI, legal tech, or training initiatives.Experience at a corporate law firms.Why Join:This is an opportunity to work at the intersection of law and technology.You will help define how AI is developed for a new generation of legal practitioners.You will apply your experience in a high-impact research environment.

About Micro1: Job DescriptionRole Title: Subject Matter Expert – Financial & Operations Chart AnalysisRole Type: ContractorLocation: Remotemicro1 is selecting Subject Matter Expert – Financial & Operations Chart Analysis contributors to support a customer's project focused on high-level chart interpretation and reasoning. 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 WorkInterpret a range of complex financial and operational charts, such as candlestick charts, yield curves, drawdown charts, market-volume charts, control charts, Pareto charts, process flows, and capacity/throughput charts using advanced domain knowledge.Draft clear, objective reasoning questions based on intricate visualizations, requiring multi-step quantitative analysis and deep understanding beyond surface-level observations.Deliver unambiguous, precise answers accompanied by comprehensive written explanations and explicit analytical steps or calculations in professional English.Apply accurate financial, economic, and operational terminology, ensuring clarity in units, scales, timeframes, categories, and notation throughout all submissions.Develop robust tasks targeting graphical reasoning, comparisons, trend analysis, calculations, and interpolation, while avoiding subjective or ambiguous language.Collaborate remotely with project teams, communicating effectively in both written and verbal formats to incorporate feedback and ensure consistent, reliable contributions.Consistently produce objectively verifiable tasks that support the development, training, and evaluation of advanced AI models.Preferred QualificationsBachelor’s degree or equivalent professional experience in Finance, Economics, Business Analytics, Industrial Engineering, Operations Management, or a related discipline.Minimum two years’ professional, academic, or research experience interpreting financial market data, risk metrics, or operational performance charts.Advanced proficiency in interpreting chart features such as axes, units, legends, scales, and annotations across diverse chart types.Demonstrated ability to clearly articulate analytical processes and quantitative reasoning in both written and spoken English.Bilingual proficiency in English and ideally a second language relevant to the financial or operational domain.Experience in technical documentation, financial reporting, process or quality assessment, or structured analytical task creation.Background in producing data-annotation tasks, benchmark questions, technical reports, or related deliverables for finance, operations, or AI-driven projects.