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About Micro1: Job DescriptionRole Title: Fire Dispatcher - Emergency Communications Specialist Role Type: ContractorLocation: Remotemicro1 is selecting Fire Dispatcher - Emergency Communications Specialists to contribute their operational expertise to a dynamic 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. This is an opportunity for seasoned fire dispatch professionals to share their practical knowledge of prioritizing and routing emergency requests while applying standardized protocols in high-pressure environments. Expertise in both written and verbal communication will be essential in providing clear, actionable feedback and data for AI development.Scope of WorkReceive and analyze simulated or real-time emergency requests, determining urgency and allocating appropriate resources based on established protocols.Apply triage skills to prioritize incoming information from multiple communication channels, ensuring timely and accurate routing.Utilize standardized checklists and dispatching scripts to maintain procedural consistency and compliance with best practices.Document scenario responses and communication flows in a clear and structured format for AI system learning.Evaluate, critique, and suggest improvements to protocols or automated responses generated by AI models.Collaborate with project coordinators to ensure project deliverables meet quality standards and operational objectives.Provide concise feedback regarding the effectiveness and clarity of AI-generated communications.Preferred QualificationsSignificant experience as a fire dispatcher, emergency communications specialist, or equivalent.Exceptional multitasking abilities, including managing simultaneous requests via radio, phone, and digital platforms.Proficiency in applying, following, and interpreting standardized emergency protocols and checklists( APCO/NENA certification).Demonstrated capacity for clear, concise, and professional written and verbal communication.Ability to work effectively under pressure and make rapid, accurate prioritization decisions.Familiarity with the unique challenges and workflows of emergency dispatch environments.Experience contributing to training, evaluation, or improvement of operational procedures is a plus.

About Micro1: Job DescriptionRole Title: StatisticianRole Type: ContractorLocation: Remotemicro1 is selecting Statistician to contribute expert knowledge to a customer project focused on advancing data-driven solutions. 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 WorkClean, preprocess, and structure complex and messy datasets using advanced statistical software (such as R, Python, SAS, or Stata).Apply and document basic descriptive and inferential statistical analyses to uncover trends and patterns in real-world data.Develop clear and compelling data visualizations to illustrate key findings and support model development.Contribute expertise in dataset annotation, labeling, or enrichment to enhance the quality of AI model training datasets.Draft concise, well-organized written summaries of methods, analyses, and results for a non-technical audience.Collaborate asynchronously with project stakeholders to clarify requirements, resolve ambiguities, and improve deliverables through effective written and verbal communication.Continuously identify data quality issues, provide actionable recommendations, and document solutions for handling dirty or incomplete data.Preferred QualificationsAdvanced degree (MS or PhD) in Statistics, Data Science, Mathematics, Biostatistics, or a related quantitative field.Expertise in cleaning and preparing complex, messy (“dirty”) datasets with R, Python, SAS, or Stata.Proficiency in basic descriptive and inferential statistical techniques, including hypothesis testing and regression analysis.Strong programming skills in Python or R for statistical analysis, data manipulation, and visualization.Demonstrated ability to communicate complex findings to non-technical and technical audiences with clarity and precision.Experience working with large, unstructured, or noisy datasets across a variety of domains.Excellent written and verbal communication skills, with a focus on detailed documentation and collaboration in remote environments.

About Micro1: Job DescriptionRole Title: Secretary & Admin AssistantRole Type: ContractorLocation: Remotemicro1 is engaging Secretary & Admin Assistants to contribute to a customer's project focused on designing and producing expert-authored evaluation tasks for a frontier AI benchmark. 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 engagement offers the opportunity to simulate authentic administrative challenges, crafting assignments that reflect the complexity and nuance of real-world operations, and directly impact the advancement of intelligent systems.Scope of WorkDesign realistic, process-driven evaluation tasks that require sophisticated multi-tool coordination (e.g., calendar reconciliation, travel and expense workflows, records management, professional correspondence).Create and assemble authentic data artifacts, including emails, calendar entries, receipts, meeting notes, and contact records, to support each evaluation scenario.Define correct solutions and map out the step-by-step decisions an expert would take to achieve the best outcome in each scenario.Develop comprehensive rubrics (35+ criteria) that assess both process adherence and nuanced judgment calls for AI agent outputs.Document workflow processes and suggest improvements that reflect current best practices in the administrative domain.Collaborate with project leads to calibrate task complexity and ensure alignment with real-world challenges faced by experienced professionals.Preferred Qualifications5+ years of experience supporting teams or departments within mid-to-large organizations in a professional administrative capacity.Demonstrated process ownership and responsibility for ongoing, recurring workflows beyond ad-hoc assignments.Expertise in documenting, evaluating, and improving inherited administrative procedures.Proficient written and verbal communication skills with a strong command of professional correspondence standards.Exceptional attention to detail, ensuring accuracy in both content creation and process documentation.Comfort working with a variety of digital tools, platforms, and data formats (CSVs, PDFs, spreadsheets, technical documents).Enthusiasm for shaping the future of intelligent systems by sharing domain-specific knowledge and best practices.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: BiostatisticianRole Type: ContractorLocation: Remotemicro1 is engaging Biostatisticians to contribute to a customer's advanced project in AI benchmarking. 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 expert-level evaluation tasks simulating real-world biostatistics challenges, such as clinical trial analysis, regulatory submission reviews, and observational study assessments.Source, construct, and curate authentic datasets including trial data, patient records, and protocol documents for task use.Define correct methodological solutions and defensible clinical interpretations for each evaluation scenario.Develop comprehensive, 35+ item rubrics to evaluate AI agent performance with respect to methodological rigor and clinical reasoning.Ensure all tasks reflect the complexity and depth of real-world biostatistics practice, avoiding simplified or textbook-style examples.Collaborate with project stakeholders to ensure deliverables align with regulatory and scientific standards.Preferred QualificationsMS or PhD in biostatistics, statistics, or epidemiology.4+ years of experience in pharmaceutical, contract research, hospital, or academic medical contexts.Demonstrated command of clinical study design, regulatory documentation, and observational research methodologies.Advanced proficiency in R, Python, SAS, or Stata applied to real clinical or epidemiological datasets.Strong attention to methodological detail, clinical interpretation, and regulatory sensitivity.Experience preparing submission-ready deliverables for regulatory agencies (e.g., FDA, EMA) is a plus.Excellent written communication skills and ability to author detailed grading rubrics and technical documentation.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: Mechanical Engineer Role Type: ContractorLocation: Remotemicro1 is selecting experienced Mechanical Engineer - AI trainers to contribute to a customer project focused on developing advanced AI systems for engineering applications. 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 WorkProduce detailed 3D CAD models of simple mechanical components using platforms such as SolidWorks, NX, Creo, or CATIA.Interpret and analyze technical drawings, identifying critical dimensions, tolerances, and specifications.Document component requirements, technical specifications, and manufacturing tolerances in clear, structured formats.Contribute insights and feedback on conceptual stress analysis and finite element analysis (FEA) tasks, supporting model validation.Review, critique, and enhance technical documentation and CAD outputs for accuracy and clarity.Provide expert written and verbal feedback to help train and validate AI system outputs in the context of mechanical engineering.Collaborate asynchronously with cross-functional teams via remote communication tools, ensuring project objectives are achieved.Preferred Qualifications5+ years of demonstrated, hands-on experience in mechanical design engineering, with a focus on 3D CAD modeling and FEA.Proficiency in SolidWorks, NX, Creo, or CATIA, with a strong preference for contributors with multi-platform expertise.Proven ability to interpret and produce comprehensive technical drawings and documentation.Deep conceptual understanding of stress analysis, FEA principles, and engineering validation processes.Exceptional written and verbal communication skills; meticulous attention to detail in documentation.Experience as a design engineer modeling components, interpreting drawings, and defining requirements.Knowledge of end-to-end engineering processes from requirements definition through to validation and documentation.