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About Micro1: Job DescriptionRole Title: Bilingual Vietnamese PsychiatristRole Type: ContractorLocation: Remotemicro1 is engaging Bilingual Vietnamese Psychiatrists to contribute to a customer-focused 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 WorkDevelop and evaluate complex psychiatric case studies to inform AI model training with real-world, culturally nuanced scenarios.Conduct thorough psychological assessments and provide expert annotations reflecting Vietnamese psychiatric practices and perspectives.Produce clear, precise documentation and written analyses in both Vietnamese and English, ensuring cultural and clinical accuracy.Participate in interdisciplinary collaboration, sharing insights with AI project teams to enhance model understanding of psychiatric concepts.Apply ethical decision-making in the review and critique of sensitive case content, maintaining patient confidentiality and best practices.Contribute to the creation of bilingual communication frameworks for accurate psychiatric information exchange.Offer expert feedback on the analytical evaluation methods used by AI systems in mental health contexts.Preferred QualificationsMedical degree (MD, MBBS, or equivalent) with completed psychiatry residency and a valid medical licenseNative fluency in Vietnamese and advanced proficiency in English, with demonstrated ability in both written and verbal communication.Extensive experience in psychiatric assessment, treatment planning, and case documentation within Vietnamese clinical settings.Proven capability to apply cultural sensitivity and ethical reasoning to complex mental health scenarios.Strong background in developing teaching materials or case studies for educational or research purposes.Experience collaborating on interdisciplinary projects, ideally involving technology, research, or digital health.Familiarity with both Western and Vietnamese psychiatric frameworks, with a commitment to high standards of professional integrity.

About Micro1: Job DescriptionRole Title: Bilingual Cantonese PsychiatristRole Type: ContractorLocation: Remotemicro1 is engaging Bilingual Cantonese Psychiatrists to contribute to a customer-focused 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 WorkDevelop and evaluate complex psychiatric case studies to inform AI model training with real-world, culturally nuanced scenarios.Conduct thorough psychological assessments and provide expert annotations reflecting Cantonese psychiatric practices and perspectives.Produce clear, precise documentation and written analyses in both Cantonese and English, ensuring cultural and clinical accuracy.Participate in interdisciplinary collaboration, sharing insights with AI project teams to enhance model understanding of psychiatric concepts.Apply ethical decision-making in the review and critique of sensitive case content, maintaining patient confidentiality and best practices.Contribute to the creation of bilingual communication frameworks for accurate psychiatric information exchange.Offer expert feedback on the analytical evaluation methods used by AI systems in mental health contexts.Preferred QualificationsMedical degree (MD, MBBS, or equivalent) with completed psychiatry residency and a valid medical licenseNative fluency in Cantonese and advanced proficiency in English, with demonstrated ability in both written and verbal communication.Extensive experience in psychiatric assessment, treatment planning, and case documentation within Cantonese clinical settings.Proven capability to apply cultural sensitivity and ethical reasoning to complex mental health scenarios.Strong background in developing teaching materials or case studies for educational or research purposes.Experience collaborating on interdisciplinary projects, ideally involving technology, research, or digital health.Familiarity with both Western and Cantonese psychiatric frameworks, with a commitment to high standards of professional integrity.

About Micro1: Job DescriptionRole Title: Bilingual Cantonese Psychologist (PhD)Role Type: ContractorLocation: Remotemicro1 is engaging Bilingual Cantonese Psychologist (PhD)s to contribute expertise to an innovative 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 WorkAnalyze and assess psychological case studies and documentation, providing nuanced feedback and insights based on professional experience.Develop culturally sensitive psychological scenarios and materials in both Cantonese and English for data enrichment and model training purposes.Evaluate AI-generated content for accuracy, ethical considerations, and alignment with psychological best practices.Collaborate with interdisciplinary teams to share perspectives and ensure holistic, effective solutions for diverse user needs.Document evaluation processes and findings clearly and systematically, supporting transparency and reproducibility.Apply bilingual communication to interpret and refine psychological assessments, ensuring fidelity across languages and cultural contexts.Preferred QualificationsPhD in Psychology with demonstrated experience in both clinical and academic settings.Native or near-native fluency in Cantonese and English, with proven ability to navigate complex psychological terminology in both languages.Strong analytical and critical thinking skills with a track record of ethical decision-making.Experience developing or evaluating case studies and psychological assessments.Exceptional written and verbal communication skills, especially in translating nuanced psychological concepts between Cantonese and English.Familiarity with digital tools for remote collaboration and effective documentation.Demonstrated cultural sensitivity and adaptability in multicultural environments.

About Micro1: Job Type: Contractor (~15 hrs a week)Location: RemoteSchedule: Flexible, you pick the hours and days (including weekends if desired)Job Summary: 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'll create realistic, interesting and challenging coding tasks for AI to solve involving feature implementation and bug fixes, and implement deterministic verifiers that accept reasonable valid solutions and reject everything else.What we're looking forStrong backend experience in Java, Node.js, Go, Rust, Typescript, Python, C++ or similarA track record building scalable services and APIsComfort with debugging, performance work and automated testingSolid code review instinctsA strong testing background is a big plus — experience designing test strategy, building and maintaining large test suites, diagnosing flaky tests, or raising the testing bar on a team.Preferred QualificationsProven experience in backend development, with a track record of delivering high-quality and performant projects.Demonstrated success in identifying and resolving software bugs and system bottlenecks.Experience with codebase refactoring and implementing complex features in large-scale applications.Strong understanding of algorithms, data structures, and foundational computer science concepts.Excellent analytical, problem-solving, and technical communication skills.A note on the process: our interview and assessment stages are designed to see how you think, so we ask that you complete them without outside assistance. The same applies once you're on the project — the value of the work comes from your own judgment.Process:Apply to the role, filling out the screening questionsComplete AI Interview (approx. 30 minutes)Technical Assessment (Tentative)Hiring Manager reviewCompensation 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: Simulation Expert — Real-to-Sim 3D Environments & AssetsRole Type: ContractorLocation: Remotemicro1 is engaging Simulation Experts — Real-to-Sim 3D Environments & Assets to contribute to a customer’s project focused on advanced simulation and artificial intelligence training. 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.Key Responsibilities:Build and configure 3D assets and environments in simulation platforms (Isaac Sim, Gazebo, MuJoCo, or similar)Translate real-world objects and instruments into simulation, matching geometry, scale, material, and physical behaviorCollaborate with scientists and subject-matter experts to validate accuracy of simulated environmentsTune physical parameters (mass, friction, collision properties, joint dynamics) so simulated objects behave like their real counterpartsTroubleshoot discrepancies between simulated and real-world behaviorQualifications:Hands-on experience with at least one robotics/physics simulation platform (Isaac Sim, Gazebo, MuJoCo, Unity, Unreal, PyBullet, etc.)Background in 3D modeling, CAD, or environment designUnderstanding of physics simulation (rigid body dynamics, materials, sensors)Strong collaboration skills working with scientific/technical stakeholdersAttention to detail in matching real-world fidelity