micro1Other AI work
Humanitarian Aid Representative
up to $70/hr
About this role, in micro1's words
micro1 is engaging Humanitarian Aid Representatives to contribute their field expertise in humanitarian and civilian protection for a unique 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. The focus of this engagement is to design, review, and refine scenarios involving civilian harm, protected persons, and the boundaries of legitimate activity, ensuring responses are grounded in International Humanitarian Law (IHL) and best practices in humanitarian action. Strong written and verbal communication skills are highly valued, as your insights and documentation will directly influence AI performance and sensitivity to complex humanitarian concerns.
What you'll do
Scope of Work
- Develop nuanced cases and scenarios focused on civilian protection, proportionality, and humanitarian constraints for AI model evaluation.
- Assess and grade AI-generated responses for accuracy, depth of reasoning, and sensitivity to civilian-harm considerations.
- Identify and flag instances of excessive caution or insufficient restraint in model responses, highlighting humanitarian implications.
Show all 6 itemsHide the other 3 in Scope of Work
- Document challenging or ambiguous cases from a humanitarian perspective to inform future training and refinement.
- Collaborate with project stakeholders to clarify humanitarian concepts and contribute to guidance on IHL-related reasoning.
- Maintain precise, clear, and context-rich records of findings and recommendations.
Candidate background
Preferred Qualifications
- Background in humanitarian operations, protection, or policy with organizations such as ICRC/Red Cross, UN agencies, or major NGOs.
- Strong grounding in International Humanitarian Law and civilian-protection principles.
- Experience in teaching, training, or field leadership related to humanitarian action or IHL dissemination.
Show all 7 itemsHide the other 4 in Preferred Qualifications
- Exceptional written and verbal English communication skills, especially in crafting and reviewing complex case material.
- Proven ability to apply proportionality reasoning in conflict or protection scenarios.
- Experience documenting or reporting on edge cases or challenging humanitarian situations.
- Conflict-zone fieldwork, protection-cluster participation, or IHL-dissemination experience is highly valued.
Quoted from selected sections of micro1's posting. The full posting may state other conditions. Read the full posting
A closer look
More context, when you need it.
Full job descriptionThe original posting, in micro1's words
Posted by micro1, reproduced here so you can judge the role before clicking. Original posting ↗
Role Title: Humanitarian Aid Representative
Role Type: Contractor
Location: Remote
micro1 is engaging Humanitarian Aid Representatives to contribute their field expertise in humanitarian and civilian protection for a unique 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. The focus of this engagement is to design, review, and refine scenarios involving civilian harm, protected persons, and the boundaries of legitimate activity, ensuring responses are grounded in International Humanitarian Law (IHL) and best practices in humanitarian action. Strong written and verbal communication skills are highly valued, as your insights and documentation will directly influence AI performance and sensitivity to complex humanitarian concerns.
Scope of Work
• Develop nuanced cases and scenarios focused on civilian protection, proportionality, and humanitarian constraints for AI model evaluation.
• Assess and grade AI-generated responses for accuracy, depth of reasoning, and sensitivity to civilian-harm considerations.
• Identify and flag instances of excessive caution or insufficient restraint in model responses, highlighting humanitarian implications.
• Document challenging or ambiguous cases from a humanitarian perspective to inform future training and refinement.
• Collaborate with project stakeholders to clarify humanitarian concepts and contribute to guidance on IHL-related reasoning.
• Maintain precise, clear, and context-rich records of findings and recommendations.
Preferred Qualifications
• Background in humanitarian operations, protection, or policy with organizations such as ICRC/Red Cross, UN agencies, or major NGOs.
• Strong grounding in International Humanitarian Law and civilian-protection principles.
• Experience in teaching, training, or field leadership related to humanitarian action or IHL dissemination.
• Exceptional written and verbal English communication skills, especially in crafting and reviewing complex case material.
• Proven ability to apply proportionality reasoning in conflict or protection scenarios.
• Experience documenting or reporting on edge cases or challenging humanitarian situations.
• Conflict-zone fieldwork, protection-cluster participation, or IHL-dissemination experience is highly valued.
Working with micro1Pay, getting started and work, from micro1's own pages
What the platform publishes in general. These are not extra terms confirmed for this particular role.
- Getting paid
- Paid in US dollars twice a month through Deel, usually landing around the 5th and the 20th. Nothing is paid until Deel's identity check is done. library.micro1.ai/working/faqs, library.micro1.ai/working/payroll-policy
- Before your first paid task
- An AI interview with micro1's recruiter Zara, then your profile, ID verification, a KarmaCheck background check and the Deel contract. Some pipelines add a quiz or test task. micro1.ai/experts, micro1.ai/ai-interview-guide, library.micro1.ai/getting-started/next-steps-after-certif..., library.micro1.ai/working/faqs, library.micro1.ai/working/what-to-expect
- How much work
- Certification makes you eligible but does not guarantee placement. micro1's FAQ puts the usual commitment at about 15 to 20 hours a week, depending on the client. micro1.ai/experts, library.micro1.ai/working/faqs
- Contract
- Independent contractor, with the contract issued through Deel. library.micro1.ai/policies/understanding-your-expert-agre..., library.micro1.ai/working/deel
Read on the pages linked above on 23 Sep 2026. Platforms change these terms, so check the linked page before you rely on one.
Alex's experience on micro1A personal account, not a promise about your project
Alexruns this site and has worked on micro1 himself. Written 31 Aug 2026.
- Every interview I took used an AI interviewer, and some included a timed business exercise of around 25 minutes.
- On later applications, interview reuse on micro1 was often partial, and I still answered questions about one to three additional skills.
- I entered a requested rate for the job. One listing showed about $180 an hour. I requested about $160 and received the rate I entered. Those amounts are approximate, and this describes my application, not proof that a lower request caused acceptance.
- Onboarding and setup came to about 2 hours, with clear materials. Of the three platforms I worked on, it was the easiest transition into work. That is an estimate from my projects, not a platform average.
- On my micro1 project, Hubstaff showed time and mouse or keyboard activity, not screenshots, app names or website history. That describes what I saw, not every possible setup.
- I was paid for hours logged, once every 14 days, and I have not experienced late or incorrect payments. That was my arrangement.
One person's applications, not a promise about yours.
What happens after you apply, first-handSources and listing historyWhere this information comes from
This listing's history
- First seen here on 23 Oct 2026, and still on micro1's list when we last read it on 25 Oct 2026.
- The listed pay has not changed since then.
- Posted by micro1
- First seen by AIPayList
- Last seen live
- Listing ID
- 6ea926f9-3711-40d7-ba08-6b53367ebbb5
Pay as the source states it: “micro1 job record, ideal_hourly_rate: $30–$70/hr”.
Platforms sometimes change a rate after posting. Every listing here is re-read at least once a day and corrected when its source moves, so a difference you see on the platform is usually a change made since the last read. How freshness works.
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