AI TrainingMicro1
Role Title: Open source GitHub maintainer
Role Type: Contractor (15 hrs a week)
Location: Remote, Open Globally
Schedule: Flexible, any hours/days of the week. As long as there is constant activity.
micro1 is engaging expert Senior Software Engineers to support a customer’s innovative 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.
As a subject-matter expert, you'll review code patches generated by an LLM for the repository (or repositories) you maintain, and provide your professional assessment of each one.
Applicants must have clear open source contributions and profiles to showcase it like GitHub or GitLab.
Scope of Work
- Evaluate code patches generated by LLMs and offer detailed feedback on each one
- Provide written justification to support your assessments
- Conduct peer reviews of work submitted by other subject-matter experts
Preferred Qualifications
- Experience maintaining an open source repository.
- Experience reviewing code from contributors
Process:
- Apply to the role, filling out the screening questions
- Complete AI interview (aprox. 10 minutes)
- Hiring Manager review
Compensation Structure
Compensation 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 & Availability
We 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.
Contractor· Remote, Open Globally
Status: Open
AI TrainingMicro1
Role Title: Bilingual Indonesian Psychiatrist
Role Type: Contractor
Location: Remote
micro1 is engaging Bilingual Indonesian 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 Work
- Develop 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 Indonesian psychiatric practices and perspectives.
- Produce clear, precise documentation and written analyses in both Indonesian 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 Qualifications
- Medical degree (MD, MBBS, or equivalent) with completed psychiatry residency and a valid medical license
- Native fluency in Indonesian 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 Indonesian 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 Indonesian psychiatric frameworks, with a commitment to high standards of professional integrity.
Contractor· Remote
Status: Open
AI TrainingMicro1
Role Title: Bilingual Japanese Psychiatrist
Role Type: Contractor
Location: Remote
micro1 is engaging Bilingual Japanese 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 Work
- Develop 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 Japanese psychiatric practices and perspectives.
- Produce clear, precise documentation and written analyses in both Japanese 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 Qualifications
- Medical degree (MD, MBBS, or equivalent) with completed psychiatry residency and a valid medical license
- Native fluency in Japanese 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 Japanese 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 Japanese psychiatric frameworks, with a commitment to high standards of professional integrity.
Contractor· Remote
Status: Open
AI TrainingMicro1
Role Title: Bilingual Malay Psychiatrist
Role Type: Contractor
Location: Remote
micro1 is engaging Bilingual Malay 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 Work
- Develop 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 Malay psychiatric practices and perspectives.
- Produce clear, precise documentation and written analyses in both Malay 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 Qualifications
- Medical degree (MD, MBBS, or equivalent) with completed psychiatry residency and a valid medical license
- Native fluency in Malay 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 Malay 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 Malay psychiatric frameworks, with a commitment to high standards of professional integrity.
Contractor· Remote
Status: Open
AI TrainingMicro1
Role Title: Clinician (Oncology / Hematology)
Role Type: Contractor
Location: Remote
micro1 is engaging Clinician (Oncology / Hematology)s to contribute to a customer’s project at the forefront of AI in healthcare. 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 Work
- Author and review evaluation tasks that require nuanced clinical judgment, leveraging Clinical Study Reports, periodic safety reports, and regulatory correspondence in oncology and haematology.
- Assess the clinical defensibility of efficacy and safety conclusions, ensuring endpoints and effect sizes reflect true clinical significance.
- Apply advanced judgment to dose escalation, dose-limiting toxicity, modifications, adverse event grading and attribution, and the coherence of patient narratives.
- Evaluate benefit-risk reasoning, scrutinizing the durability of conclusions in light of new events, and the realism of described management strategies.
- Identify and flag content that is clinically implausible or internally inconsistent, distinguishing these from legitimate clinical variation.
- Provide structured, guideline-based written rationales that clearly explain the validity or limitations of clinical interpretations for a non-clinical audience.
Preferred Qualifications
- Specialist registration or board certification in medical oncology and/or haematology, with 5+ years of post-training clinical experience.
- Direct involvement in clinical trials as investigator, sub-investigator, or sponsor-side medical monitor, safety physician, or clinical development physician.
- Proficiency with CTCAE grading, relevant response criteria (RECIST, Lugano, IMWG, IWCLL, ELN), and outcome endpoints (ORR, DoR, PFS, OS, MRD).
- Hands-on experience with trial documents such as protocols, investigator brochures, CSRs, safety narratives, or DSMB/IDMC materials.
- Demonstrated excellence in written communication, with clear, structured explanations of clinical reasoning tailored for non-clinical readers.
- Previous roles in medical monitoring or as medical director on oncology or haematology programmes, and committee participation (IDMC, DSMB, adjudication, or independent review committees).
- Peer-reviewed publication record or authorship on clinical trial manuscripts, with any exposure to AI-assisted clinical review tools seen as a plus.
Contractor· Remote
Status: Open
AI TrainingMicro1
Role Title: Georgian Speaking Psychiatrist
Role Type: Contractor
Location: Remote
micro1 is engaging Bilingual Georgian 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 Work
- Develop 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 Georgian psychiatric practices and perspectives.
- Produce clear, precise documentation and written analyses in both Georgian 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 Qualifications
- Medical degree (MD, MBBS, or equivalent) with completed psychiatry residency and a valid medical license
- Native fluency in Georgian 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 Georgian 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 Georgian psychiatric frameworks, with a commitment to high standards of professional integrity.
Contractor· Remote
Status: Open