About Micro1: Job DescriptionRole Title: Public Safety Communications DispatcherRole Type: ContractorLocation: Remotemicro1 is engaging Public Safety Communications Dispatcher experts to contribute to a high-impact customer project involving real-time request coordination and routing. 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 suits dispatchers and coordinators experienced in any area of public safety communications—including 911, police, ambulance, emergency, and fire services—who excel at prioritizing incident requests, communicating clearly, and following standardized protocols.Scope of WorkAnalyze and triage incoming incident or service requests, promptly determining priority levels based on established criteria.Route requests to appropriate resources or agencies using clear, efficient communication via simulated radio, phone, or digital chat channels.Maintain composure and accuracy when handling multiple simultaneous communication channels, ensuring critical information is relayed without delay.Apply standardized protocols and checklists to ensure consistent, protocol-driven responses in all scenarios.Document scenarios and decision-making processes to provide valuable input for AI training datasets.Offer insights into workflow optimization, escalation procedures, and multi-channel coordination for public safety environments.Participate in periodic feedback reviews to enhance the relevance and quality of training data.Preferred QualificationsDemonstrated expertise as a dispatcher or coordinator in public safety environments (e.g., 911, police, ambulance, emergency, or fire services).Proven ability to prioritize and manage multiple requests under pressure.Exceptional verbal and written communication skills, especially in fast-paced settings.Experience with radio, phone, and digital chat communication platforms.Strong grasp of standardized operating procedures, checklists, and escalation protocols common to public safety communications.Ability to remain calm, focused, and detail-oriented in dynamic scenarios.Familiarity with documenting incident details, actions taken, and rationale for decisions as part of routine processes.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: Producer (Film/TV/Digital/Live)Role Type: ContractorLocation: Remotemicro1 is engaging Producers (Film/TV/Digital/Live) to contribute to a customer project focused on advancing AI evaluation. 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 WorkDesign and author evaluation tasks that simulate realistic production-management scenarios, such as budget reconciliation, scheduling adjustments, and vendor or crew coordination.Source, construct, and curate authentic production artifacts, including budgets, contracts, call sheets, delivery schedules, and crew assignments.Define comprehensive solutions and correct decisions based on multiple production constraints, ensuring tasks reflect genuine industry complexity.Develop multi-item rubrics (35+ criteria) to evaluate nuanced decision-making, constraint management, and reasoned judgment on production deliverables.Document processes and workflows in clear, precise written English, suitable for AI benchmarking and technical review.Collaborate with the project team to iterate on task design and ensure alignment with current industry best practices.Provide insight into real-world production challenges, ensuring tasks maintain authenticity and rigor.Preferred QualificationsDemonstrated mastery in film, television, digital, or live event production with 5+ years of credited project experience.Direct responsibility for managing and reconciling production budgets, call sheets, and contracts.Proven ability to coordinate with vendors and crew under tight constraints, balancing time, cost, and resource considerations.Exceptional written and verbal communication skills, particularly in crafting production documentation and technical materials.Experience authoring or evaluating multi-criteria rubrics or technical assessment tools.Comfort operating independently and proactively in a remote, asynchronous engagement.Strong analytical judgment and a passion for advancing realistic, high-standard industry benchmarks.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.Screening Questions by default:
Production mastery
Production documentation
About Micro1: Job DescriptionRole Title: Computer User Support SpecialistsRole Type: ContractorLocation: Remotemicro1 is selecting Computer User Support Specialists to contribute their advanced troubleshooting capabilities to a key customer 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 WorkDiagnose and resolve common and complex hardware, software, and networking issues using industry best practices.Provide guidance on OS support (Windows, MacOS, Linux) and network connectivity, including TCP/IP, VPNs, and DNS-related concerns.Document troubleshooting steps, solutions, and user interactions clearly within a ticket management system.Contribute detailed process insights that enhance future support workflows and training data quality.Collaborate asynchronously and communicate technical concepts effectively through written and verbal channels.Identify patterns in support issues, offering recommendations or process improvements to the project team.Preferred QualificationsMinimum 3 years' proven experience providing Tier 2/3 IT support.Expertise in diagnosing and resolving hardware and software issues across varied platforms.Strong understanding of networking concepts, including TCP/IP, VPNs, and DNS troubleshooting.Proficiency with ticket management systems and thorough documentation practices.Exceptional written and verbal communication skills, with a focus on user-friendly explanations.Certifications such as CompTIA A+, Network+, or ITIL are advantageous.Demonstrated ability to work independently, prioritize tasks, and deliver high-quality input for technical projects.
Vpn
Dns
Ticket management
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About Micro1: Job DescriptionJob Title: Virtual AssistantJob Type: Full timeLocation: RemoteThe RoleWe’re looking for a proactive, highly organized Virtual Assistant to support day-to-day operations across our distributed team. You’ll own general administrative work, team logistics, and gifting for our internal team, extended team, and clients.You should be resourceful, detail-oriented, and comfortable taking ownership with minimal direction.What You’ll DoOwn scheduling, research, documentation, and general administrative tasks.Maintain internal trackers, records, and operational information.Coordinate purchasing, vendors, shipping, expenses, and reimbursements.Support onboarding, team logistics, and ad hoc requests.Own gifting operations across our team and clients.Source gifts and manage ordering, personalization, shipping, and delivery.Track gifting budgets, recipient information, orders, and vendors.Anticipate needs and drive tasks through completion.What We're Looking For3+ years in administrative support, operations, or a similar role.Excellent organization and attention to detail.Strong written and verbal communication.High ownership, reliability, and follow-through.Strong research and problem-solving skills.Ability to work independently in a fast-moving environment.Good judgment when handling sensitive information.PreferredExperience in a startup, technology company, or distributed team.Experience with gifting, vendors, purchasing, or logistics.Familiarity with Google Workspace, Slack and project management tools.Comfortable using AI tools to work faster and automate repetitive tasks.
Administrative support
Vendor management
Operational organization
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.
