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About Micro1: Job DescriptionRole Title: PhotographerRole Type: ContractorLocation: RemoteAbout the Rolemicro1 is looking for professional photographers to help train AI systems by providing high-quality images and photography expertise. No AI experience is required.ResponsibilitiesProvide accurate descriptions, labels, and contextual information to support AI training.Analyze and explain visual content to help AI systems better understand and interpret data.Collaborate with project coordinators to align deliverables with AI training requirements.Organize, review, and submit high-quality data according to project guidelines and deadlines.Add specific daily responsibilitiesUse stronger action verbs throughoutPreferred QualificationsProfessional photography experience in areas such as portraits, landscapes, commercial, or editorial photography.Experience using cameras and editing software such as Adobe Photoshop or Lightroom.A strong portfolio showcasing high-quality, consistent work.Good written and verbal communication skills.Ability to follow instructions, incorporate feedback, and meet deadlines.Experience working remotely.Experience writing image descriptions, captions, or metadata is a plus.

About Micro1: Job DescriptionRole Title: Inpatient Care Physician (MD/DO)Role Type: ContractorLocation: United States (Remote)micro1 is engaging experienced Inpatient Care Physicians (MD/DO) to contribute specialized medical expertise to a forward-thinking AI project aimed at enhancing clinical documentation and decision support tools. 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.Scope of WorkReview and assess medical records, including FHIR data and clinical notes, for use in AI training and development.Evaluate clinical information and ensure that all claims and statements are supported by proper documentation.Analyze inpatient documentation such as HPI, PMH, assessments, and care plans, identifying any discrepancies or omissions.Apply consistent standards and follow clear guidelines to ensure accuracy and reliability in clinical data review.Provide detailed, actionable feedback to project teams to improve AI model performance and data quality.Communicate findings and insights clearly through both written reports and verbal discussions with project stakeholders.Preferred QualificationsMD or DO credential, board certified in Internal Medicine, Pediatrics, or Hospital Medicine.Current or recent hands-on inpatient or hospitalist clinical experience (within the past 2 years preferred).Expertise in patient assessment, diagnosis, and hospital-based clinical care workflows.Proven ability to review and critique clinical notes and raw health record data with strong attention to detail.Experience with chart review, clinical documentation improvement, utilization review, or medical coding/QA is advantageous.Demonstrated clinical reasoning and decision-making skills relevant to inpatient care.Excellent written and verbal communication skills, with a commitment to clear, constructive feedback.

About Micro1: Role Title: At-Work Video Recorder [Remote]Role Type: ContractorEligible Locations: Remote - USA, Argentina, Australia, Belize, Bolivia, Brazil, Canada, Chile, Colombia, Costa Rica, Ecuador, El Salvador, Guatemala, Honduras, Japan, Mexico, New Zealand, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Qatar, Saudi Arabia, Singapore, South Africa, South Korea, Taiwan, Ukraine, United Arab Emirates, Uruguay, and Venezuela.Eligible Commercial Work Setups: Agriculture or Landscaping, Auto Services, Carpentry, Cabinetmaking or Woodwork, Ceramics Production, Commercial Cleaning or Janitorial, Construction, Electronics Repair, Event Venues, Food or Beverage Production Plants, Hotels or Lodging, Logistics, Warehousing or Moving, Manufacturing, Plumbing, HVAC or Electrical, Restaurants or Commercial Kitchens, Retail or Commerce.Job Summary Are you a small business owner? Earn additional income for yourself and your participating employees by recording your everyday work activities using your smartphones!We're looking for small business owners and their employees working in real commercial and industrial environments to participate in a fully remote video data collection project supporting the development of AI and robotics. No need to change your daily routine or interrupt your business operations.Are you an enterprise?Key Responsibilities Use your personal smartphone to record and submit videos through micro1-approved mobile apps.Obtain consent from your workplace managers before recording.Wear a smartphone head mount to capture first-person (POV) footage of your hands interacting with physical objects while performing everyday work tasks.Commit to recording a minimum of 2 hours per day at your workplace, capturing authentic commercial or industrial activities to support AI and robotics training.Required Skills and QualificationsMust work in a real commercial or industrial environment, such as a warehouse, manufacturing facility, construction site, auto repair shop, commercial kitchen, or similar workplace.Must be able to safely perform regular physical work activities.Business owners are encouraged to register multiple participating employees to maximize your earnings.Equipment RequirementsMust own a compatible smartphone: iPhone 12 or later, Google Pixel 6–9, or Samsung Galaxy S21 or later.Must purchase a smartphone head strap [Sample] from a local store. Purchases will be reimbursed up to $20 USD upon submission of a valid receipt.

About Micro1: Job DescriptionRole Title: Evaluation Specialist/Recent GradRole Type: ContractorLocation: Remotemicro1 is engaging Evaluation Specialists/Recent Grads to contribute to a high-impact project for a customer at the frontier of artificial intelligence. 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 WorkDevelop original, challenging question-and-answer pairs that test the limits of advanced AI models across diverse subjects.Conduct in-depth research, applying rigorous source triangulation to ensure each answer is accurate, comprehensive, and well-documented.Create multi-step questions that require synthesis and analytical reasoning — not just single-source lookups.Test your questions against AI models, analyze outcomes, and iterate to increase or adjust difficulty as needed.Document your research process, providing clear citations and logical explanations for each answer.Refine content based on reviewer input and maintain alignment with project guidelines and quality standards.Preferred QualificationsProven ability to conduct thorough, independent research and critically evaluate information from multiple sources.Exceptional attention to detail and written precision in English (fluency required, but it does not need to be your first language).Talent for crafting nuanced and well-structured questions that probe deep understanding.Strong self-direction, reliability, and accountability in remote, independent project work.Interest in cutting-edge AI and a passion for testing the boundaries of current model capabilities.Prior experience in AI training, evaluation, or content creation is a plus, but not required.Open to recent graduates, advanced-degree holders, and individuals from any academic or professional background with demonstrated research and writing expertise.Compensation StructureCompensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week.Start Timeline & AvailabilityWe typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

About Micro1: Job DescriptionRole Title: Research Evaluation Specialist (PhD or Masters / Researcher)Role Type: Contractor (~15 hs a week)Location: Remote, worldwidemicro1 is engaging Research Evaluation Specialists (PhD or Masters / Researcher) to contribute expert insight in developing rigorous test material for advanced AI model evaluation as part of 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. Prior experience in AI is required while your domain knowledge brings high value.Scope of WorkCreate original, high-difficulty question-and-answer pairs at the cutting edge of your discipline to rigorously assess AI model capabilities.Source, verify, and thoroughly document answers using primary sources and authoritative references, including clear citations and reasoning.Design questions demanding advanced reasoning, methodological nuance, or synthesis across multiple sources, ensuring resistance to oversimplified or shortcut solutions.Test questions against AI systems, identify items that are not sufficiently challenging, and iteratively increase complexity while maintaining accuracy.Write each question and answer with high precision and clarity, eliminating ambiguity and supporting defensible responses.Integrate reviewer feedback and consistently uphold all project guidelines and quality standards throughout your deliverables.Preferred QualificationsMasters or PhD completed, active candidacy, or equivalent research experience as a specialist, researcher, assistant professor or professor in your domain.Demonstrated track record of scholarly research, in-depth subject matter expertise, and familiarity with primary literature.Exceptional analytical thinking, close attention to detail, and strong written communication skills in English.Experience sourcing and triangulating information from authoritative references.Proven self-direction and reliability in delivering expert-level work independently within remote engagements.Skill in composing challenging, original, and methodologically sound questions.Prior experience in AI training, data labeling, or model evaluation is required.Compensation StructureCompensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week.Start Timeline & AvailabilityWe typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.