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About Micro1: Job DescriptionRole Title: FilmmakerRole Type: ContractorLocation: Remotemicro1 is engaging Filmmakers to participate in a specialized video annotation project for a leading customer. 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 WorkReview and assess video footage of robotic arms performing a variety of tasks, ensuring precise observation and evaluation.Apply detailed video annotation by tagging or labeling sessions based on clear grading guidelines provided for each scenario.Identify and document subtle nuances, task completions, and errors demonstrated by the robotic arms within the footage.Utilize industry-standard video editing and annotation tools to deliver high-quality, organized datasets.Collaborate with trainers and project stakeholders through written and verbal communication to clarify requirements and ensure consistency.Maintain accurate records of annotations and support continuous improvement by providing constructive feedback on guidelines and processes.Preferred QualificationsProven experience in filmmaking, cinematography, or video production, with strong attention to visual and narrative detail.Demonstrated expertise in video annotation and editing, preferably using common industry tools and software.Background in reviewing, grading, or annotating video content for technical or training purposes.Exceptional attention to detail, with the ability to spot minute errors or inconsistencies in visual content.Strong written and verbal communication skills, with the ability to clearly document and explain annotation decisions.Experience participating in AI training or data labeling projects is highly preferred.Self-motivated, independent, and able to deliver accurate work within defined project timelines.

About Micro1: Job DescriptionRole Title: Game DeveloperRole Type: ContractorLocation: Remotemicro1 is engaging Game Developers to contribute to a pioneering customer project focused on evaluating and advancing AI capabilities in the domain of game creation and interaction. 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. Leverage your hands-on experience to build authentic debugging and feature challenges within real game projects, directly impacting how AI agents learn to analyze, play, and develop games. Developers from all backgrounds—whether from AAA studios, indie circles, or solo projects—are encouraged to participate.Scope of WorkDesign and build small-scale game projects or interactive scenes in a major game engine to serve as the foundation for assessment tasks.Integrate realistic gameplay bugs that require thorough playtesting and on-screen analysis to discover and resolve.Develop multifaceted gameplay feature challenges that rely on multiple in-game systems and mechanics.Draft clear and concise briefs for each task, emulating the style of instructions from players, designers, or producers.Create comprehensive reference solutions—including both bug fixes and feature implementations—for every assignment.Define detailed success criteria, including input sequences, expected visual outcomes, and verifiable in-game states.Conduct end-to-end playtesting of each task to guarantee reliability and solvability.Preferred QualificationsDemonstrated experience in game development, whether in AAA, indie, solo, or serious hobby contexts.A portfolio or verifiable published work (personal site, itch.io, Steam, GitHub, game jam entries, or shipped title credits). Your portfolio is the most important part of your application and plays a major role in our selection, so please include the work that best represents your skills.Advanced proficiency with at least one major game engine (Unity, Godot, Unreal), including editor tools, scene management, and debugging utilities.Comfort with engine scripting languages such as C#, GDScript, C++, or Blueprints, with the ability to interpret, troubleshoot, and enhance gameplay logic.Proven ability to identify and resolve gameplay issues through iterative playtesting.Strong written communication skills for drafting precise task instructions and acceptance criteria.Experience in game QA, technical design, systems design, automated testing, or prior contribution to AI evaluation projects is a plus.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.

About Micro1: Job DescriptionRole Title: Registered NurseRole Type: ContractorLocation: United States, RemoteCompensation: $60-$70 USD per hourmicro1 is engaging Registered Nurses to contribute their expertise to a dynamic project for a valued customer. In this role, you'll apply your inpatient clinical 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 WorkAnnotate and review clinical content and inpatient documentation (nursing notes, progress notes, care plans, orders, lab results, and discharge summaries), ensuring accuracy, clinical soundness, and completeness.Evaluate AI-generated outputs for clinical accuracy, safety, and appropriateness across a range of inpatient populations and care scenarios.Apply bedside nursing judgment and knowledge of inpatient workflows, standards of care, and documentation practices to validate and enrich datasets.Collaborate with project stakeholders via written and verbal communication to clarify requirements and resolve ambiguities in clinical documentation.Provide high-quality feedback on guidelines and edge cases to improve project workflows and model understanding.Preferred QualificationsBased in the United States and able to practice as a Registered Nurse in the U.S.Recent inpatient bedside RN experience.Broad clinical exposure, with comfort reviewing documentation across different inpatient populations rather than a narrow specialty.Experience in an academic or large health system setting (e.g., a large teaching hospital), with exposure to complex patients, workflows, and documentation practices.Previous annotation experience with positive performance reviews.Proficiency with both written and verbal communication, with a strong attention to clarity and detail.

About Micro1: Job DescriptionRole Title: Family Medicine Physician (MD)Role Type: ContractorLocation: United States, RemoteCompensation: $100-$120 USD per hourmicro1 is engaging Family Medicine Physicians to contribute their expertise to a dynamic project for a valued customer. In this role, you'll apply your primary care clinical 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 WorkAnnotate and review clinical content and medical records (office visit notes, assessments and plans, referrals, lab and imaging results, and care coordination documentation), ensuring accuracy, clinical soundness, and completeness.Evaluate AI-generated outputs for clinical accuracy, safety, and appropriateness across a broad range of patient populations, from pediatrics to geriatrics, and across acute, chronic, and preventive care.Apply clinical judgment and knowledge of evidence-based guidelines and standards of care to validate and enrich datasets.Collaborate with project stakeholders via written and verbal communication to clarify requirements and resolve ambiguities in clinical documentation.Provide high-quality feedback on guidelines and edge cases to improve project workflows and model understanding.Preferred QualificationsActive MD degree and, ideally, board certification in Family Medicine.Based in the United States and licensed to practice medicine in the U.S.Hands-on clinical experience in primary care or family medicine settings (e.g., clinics, community practices, health systems).Broad clinical exposure across common acute and chronic conditions, preventive care, and multiple patient age groups.Previous annotation or clinical review experience is a plus.Proficiency with both written and verbal communication, with a strong attention to clarity and detail.

About Micro1: Job DescriptionRole Title: Hospitalist PhysicianRole Type: ContractorLocation: Remotemicro1 is engaging Hospitalist Physicians to contribute their medical expertise to a customer project focused on inpatient care and documentation standards. 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 medical records, including FHIR data and clinical notes for AI Training.Check whether clinical information and claims are supported by the medical record.Review inpatient documentation, including HPI, PMH, assessments, and plans.Follow clear guidelines and apply the same standards consistently.Identify missing, incorrect, or inconsistent information in medical records.Share feedback to help improve AI models and data quality.Communicate clearly with the project team about your work and findings.Preferred QualificationsMD or DO, board certified in Internal Medicine, Pediatrics, or Hospital Medicine.Current or recent inpatient/hospitalist experience (within the last 2 years).Strong understanding of inpatient documentation and hospital workflows.Comfortable reviewing clinical notes and raw medical record data.Strong attention to detail and ability to follow clear guidelines consistently.Experience with chart review, clinical documentation improvement, utilization review, or medical coding/QA is a plus.Experience working across different inpatient services or specialties is a plus.