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Humanitarian Aid Representative

$70
per hour
Contractor Remote Last verified 21 Jul 2026
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About the Role

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.

What You'll Do

  • 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.

You're a Good Fit If You

  • Required skills: Civilian-protection judgment, IHL grounding, Proportionality reasoning
  • 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.

Role Highlights

Pay
$30-$70/h
Contract
Contractor
Location
Remote
Category
Model evaluation
Posted
9 days ago
Job ID

Pay & Payout

Engaged directly through micro1. Apply via the link below - micro1 handles onboarding and payment.

Common Questions

micro1 has a reliability rating of reliable based on the listings we track, with an onboarding time of 1-3 days. See our full micro1 review for the details behind that rating.

Applying takes you to micro1's own website, where the application is completed. We are not a recruiter or employer and do not process applications directly - we may be recorded as the referring source.

$30-$70/h - Engaged directly through micro1. Apply via the link below - micro1 handles onboarding and payment.

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.

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About micro1 for this role

We track 368 open micro1 roles on AI Work Expert. Across 535 hourly listings, the typical micro1 rate runs from $50 to $90 an hour; this role lists $30-$70/h. Our reliability rating for micro1 is reliable, with an onboarding time of 1-3 days.