micro1 role
Humanitarian Aid Representative at micro1
Humanitarian professionals design and grade scenarios about civilian harm, protected persons and where legitimate activity ends, using International Humanitarian Law as the reference point. They check whether AI answers show sound reasoning and sensitivity, flag responses that are too cautious or not restrained enough, and document hard edge cases to guide later training.
Referral link. If micro1 hires you through this link and you meet its conditions, we may be paid a referral fee.
What you would do
- Develop test scenarios about civilian protection, proportionality and humanitarian limits for model evaluation
- Grade AI responses on accuracy, reasoning depth and sensitivity to civilian harm
- Flag model answers that are overly cautious or not restrained enough
- Document ambiguous cases and keep clear records of findings and recommendations
What the listing asks for
- Preferred: Humanitarian, protection or policy work with the Red Cross, UN bodies or large NGOs
- Preferred: Solid knowledge of IHL and civilian-protection principles
- Preferred: Taught, trained or led field teams in humanitarian action or IHL
- Preferred: Excellent written and verbal English
- Preferred: Proven use of proportionality analysis in conflict or protection cases
Suits professionals who have field or policy experience in humanitarian protection and can reason carefully about IHL in writing.
The listing as micro1 posted it
This is micro1's public listing for the role, read October 29, 2026, with dashes and placeholder links cleaned up. The listing is micro1's text; the summary above and everything below it is ours.
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.
Referral link. We may be paid a referral fee.
Pay and terms
The listing does not state a rate for this role. micro1's expert guide describes pay in bands by type of work rather than per role, so treat any figure you see elsewhere as unconfirmed until it appears in your contract.
micro1 engages experts as contractors. Its help library says payments are made in USD twice a month and that contracts and payroll run through Deel. Payments cannot be processed until identity verification there is complete. Read our micro1 review for what workers say about project availability and support.
Before you apply
Public service listings ask for work history in the specific agency, branch or program. Be ready to describe your role and years of service without sharing anything restricted.
Applying starts with an AI interview, then certification, then matching to projects by recruiters. micro1 says certification does not guarantee a project, so treat this as flexible work and not as a job offer. The how to become an AI trainer guide walks through each step.
Referral link. We may be paid a referral fee.
People also ask
Google shows few related questions for this exact role, so the first questions below come from searches for "humanitarian aid worker jobs".
What is the job of a humanitarian aid?
At micro1, the Humanitarian Aid Representative role is remote AI training work, not field relief. You design and grade scenarios about civilian harm, protected persons and proportionality, grounded in International Humanitarian Law, check AI answers for sound reasoning and sensitivity, flag excessive caution or insufficient restraint, and document difficult edge cases. No prior AI experience is required.
How do I get a job in the humanitarian field?
micro1's listing is aimed at people who already have humanitarian experience. It prefers a background in operations, protection or policy with groups such as the ICRC or Red Cross, UN agencies or major NGOs, plus solid grounding in International Humanitarian Law. It is a remote contractor role in AI training rather than a field posting, and micro1 says certification does not guarantee placement on a project.
How do I become a humanitarian aid worker?
This page covers only the micro1 route, not careers in the field generally. For this listing you apply, take micro1's AI interview, get certified and wait to be matched by recruiters, and certification does not guarantee a project. The listing prefers a humanitarian operations, protection or policy background and strong grounding in International Humanitarian Law. Other employers may differ.
How much do humanitarian workers get paid?
This site does not publish market pay for humanitarian workers and gives no general figure. The micro1 listing for this role states no pay rate, and micro1 states rates for a project, not earnings or hours. Treat any number you see elsewhere as separate from this contract work.
How much does the Humanitarian Aid Representative role at micro1 pay?
The listing does not state a rate for this role, so we cannot give a figure. micro1's expert guide describes pay in bands by type of work rather than per role. Ask during onboarding, and read the contract before you accept work.
Is the Humanitarian Aid Representative role remote?
The listing calls it remote work and does not name a country limit. micro1 says it hires globally but cannot hire in a list of excluded countries, so read the eligibility line on the listing and in your application before you start.
How do I apply for the Humanitarian Aid Representative role?
Open the listing on micro1's site and apply there. Applying starts with an AI interview, followed by certification and matching to projects by recruiters. micro1 says certification does not guarantee a project. Our how to become an AI trainer guide covers each step.
Is this listing still open?
We read micro1's public listing on October 29, 2026. Roles close without notice, so confirm on the listing itself. If it has closed, the other government, military and public service roles on this site are linked below.
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Sources and method
- micro1 public job listing for this role, read October 29, 2026. The summary, task and requirement lines are our paraphrase of that listing.
- The questions under People also ask: Google's related questions for this kind of role in the United States, as reported by Ahrefs, pulled October 29, 2026. Answers are ours, written from the listing and from our own sourced micro1 pages.
- micro1 help library and expert guide for payment timing and the hiring steps, read 17 October 2026.
Listings change without notice. If this page is out of date, tell us.
Referral link: we may be paid if micro1 hires you.