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About Micro1: Job DescriptionRole Title: Agriculture, Forestry & Environmental ExpertsRole Type: ContractorLocation: Remotemicro1 is engaging Agriculture, Forestry & Environmental Experts to collaborate on a customer project aimed at advancing sustainable practices and environmental stewardship. 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 WorkContribute domain-specific knowledge to support the training and evaluation of AI-driven solutions in agriculture, forestry, and environmental science.Provide detailed assessments on industry practices, challenges, and innovations across subdomains such as agricultural engineering, food science, conservation, and land management.Review, annotate, and validate datasets, documents, and scenarios to ensure the accuracy and relevance of AI systems in real-world applications.Create and refine technical content, process explanations, and policy guidance for diverse agricultural and environmental contexts.Advise on regulatory frameworks, sustainability initiatives, and emerging trends relevant to agriculture, forestry, and environmental conservation.Participate in written and verbal discussions to clarify project objectives, share insights, and align on deliverables.Support interdisciplinary collaboration among project stakeholders, ensuring consistent application of expert knowledge throughout project phases.Preferred QualificationsMinimum of 5 years’ professional experience in agriculture, forestry, environmental conservation, or related subdomains (including agricultural engineering, food science, farm/ranch management, conservation science, or forestry).Proven expertise in sustainable agriculture, land management, or conservation practices.Strong written and verbal communication skills, with an emphasis on clarity and technical accuracy.Demonstrated ability to analyze complex systems, solve problems, and provide actionable recommendations.Familiarity with current regulatory standards, industry trends, and technological advancements in agriculture and environmental management.Experience collaborating on interdisciplinary projects or with cross-functional teams.Advanced degree in a relevant field is highly regarded.

About Micro1: Job DescriptionRole Title: Bilingual Medical Doctor (Korean)Role Type: Contractor - Part-Time, contract (min. ~15 hrs a week)Location: Remote, worldwidemicro1 is engaging Medical Doctor - Physician Experts to contribute to a customer’s advanced healthcare 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. You will analyze patient and operational data to enhance healthcare outcomes, using your clinical acumen to inform the development and refinement of intelligent systems that support medical decision-making and workflow improvements.Scope of WorkAnalyze and annotate clinical scenarios, patient cases, and healthcare data to guide AI algorithm development.Review and provide expert feedback on AI-generated medical content, ensuring clinical accuracy and relevance.Apply knowledge of diagnostic analysis, medicine, physiology, and healthcare protocols to diverse data sets.Translate complex clinical terminology and workflows into actionable guidance for AI model training.Collaborate with cross-functional teams, including data scientists and engineers, to refine project objectives and deliverables.Assess AI system outputs, identifying areas for improvement based on real-world clinical experience.Maintain high standards of data security, privacy, and ethical compliance throughout all project tasks.Preferred QualificationsCurrent or recent experience in clinical practice with completion of residency (consideration for those in final year).Expertise in diagnostic analysis, general medicine, clinical protocols, and physiology.Preference for contributors from general specialties such as internal medicine, family practice, or emergency medicine; select subspecialties also welcome.Strong command of clinical terminology and ability to communicate complex concepts in writing and verbally.Demonstrated analytical skills and attention to detail in clinical and data-driven contexts.Experience interpreting and working with electronic health records, patient data, or medical documentation.Commitment to accuracy, compliance, and the advancement of healthcare through innovative technology.Korean native or high-level fluency (TOPIK Level 5+ or equivalent) English proficiency: C1 or higherWhat to expect:AI Interview (~35 min), a short conversational screen to assess your experience and fit for the role.Short questionnaire, if the interview goes well, we'll invite you to complete a brief follow-up to confirm fit and gather logistics.Client review, strong candidates are shared with the client team for final selection.Offer & onboarding, if selected, you'll receive an offer and begin onboarding. Expect to start your first tasks within 24–48 hours of receiving your credentials.

About Micro1: Job DescriptionRole Title: Bilingual Medical Doctor (Japanese)Role Type: Contractor - Part-Time, contract (min. ~15 hrs a week)Location: Remote, worldwidemicro1 is engaging Medical Doctor - Physician Experts to contribute to a customer’s advanced healthcare 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. You will analyze patient and operational data to enhance healthcare outcomes, using your clinical acumen to inform the development and refinement of intelligent systems that support medical decision-making and workflow improvements.Scope of WorkAnalyze and annotate clinical scenarios, patient cases, and healthcare data to guide AI algorithm development.Review and provide expert feedback on AI-generated medical content, ensuring clinical accuracy and relevance.Apply knowledge of diagnostic analysis, medicine, physiology, and healthcare protocols to diverse data sets.Translate complex clinical terminology and workflows into actionable guidance for AI model training.Collaborate with cross-functional teams, including data scientists and engineers, to refine project objectives and deliverables.Assess AI system outputs, identifying areas for improvement based on real-world clinical experience.Maintain high standards of data security, privacy, and ethical compliance throughout all project tasks.Preferred QualificationsCurrent or recent experience in clinical practice with completion of residency (consideration for those in final year).Expertise in diagnostic analysis, general medicine, clinical protocols, and physiology.Preference for contributors from general specialties such as internal medicine, family practice, or emergency medicine; select subspecialties also welcome.Strong command of clinical terminology and ability to communicate complex concepts in writing and verbally.Demonstrated analytical skills and attention to detail in clinical and data-driven contexts.Experience interpreting and working with electronic health records, patient data, or medical documentation.Commitment to accuracy, compliance, and the advancement of healthcare through innovative technology.Japanese language fluency: JLPT N1 or equivalent (native/near-native)English proficiency: C1 or higherWhat to expect:AI Interview (~35 min), a short conversational screen to assess your experience and fit for the role.Short questionnaire, if the interview goes well, we'll invite you to complete a brief follow-up to confirm fit and gather logistics.Client review, strong candidates are shared with the client team for final selection.Offer & onboarding, if selected, you'll receive an offer and begin onboarding. Expect to start your first tasks within 24–48 hours of receiving your credentials.

About Micro1: Job DescriptionRole Title: Personal Injury LawyerRole Type: ContractorLocation: Remote, US-based onlymicro1 is seeking experienced Personal Injury Lawyers to contribute to a project focused on improving AI systems' legal reasoning and accuracy. You will review legal scenarios, evaluate AI-generated legal work, and provide expert feedback to help train advanced AI models.Scope of Work-Analyze legal scenarios to identify key issues, assess liability, and apply sound legal judgment.Review AI-generated legal analyses, arguments, and documents for accuracy and completeness.Identify legal errors, missing information, and weaknesses in legal reasoning.Provide clear, structured feedback and corrections to improve AI-generated outputs.Required QualificationsJ.D. degree from a U.S. law school.Active bar license in at least one U.S. state.More than 3 years of practicing law, preferably in personal injury or civil litigation.Strong legal reasoning, issue-spotting, and document review skills.Excellent written English communication and attention to detail.

About Micro1: Job DescriptionRole Title: Employment LawyerRole Type: ContractorLocation: Remote, US-based onlymicro1 is seeking experienced Employment Lawyers to contribute to a project focused on improving AI systems' legal reasoning and accuracy. You will review legal scenarios, evaluate AI-generated legal work, and provide expert feedback to help train advanced AI models.Scope of WorkAnalyze employment law scenarios to identify key legal issues, assess risks, and apply sound legal judgment.Review AI-generated legal analyses, arguments, and documents for accuracy and completeness.Identify legal errors, missing information, and weaknesses in legal reasoning.Provide clear, structured feedback and corrections to improve AI-generated outputs.Required QualificationsJ.D. degree from a U.S. law school.Active bar license in at least one U.S. state or the District of Columbia.More than 3 years of substantive legal practice, preferably in employment or labor law.Strong legal reasoning, issue-spotting, and document review skills.Excellent written English communication and attention to detail.