Level

micro1

Humanitarian Aid Representative

micro1 is hiring a Humanitarian Aid Representative for a remote role. It pays $30-$70/hr and Level rates it ; you can apply on micro1.

Level may earn a referral fee if you apply to a micro1 role through an Apply link. It does not change the order of jobs. How this works

Level's read on this job

  • Works on AI ●●●○ is how Level rates this role: the daily work is on AI products, without building the model.
  • The posting lists this role as remote.
  • Tools and skills the posting cites include AI evaluation, international humanitarian law and humanitarian operations.
  • Level lists 318 other open roles at micro1.
  • The role was posted in the last few days.

AI in this role

Design and evaluate scenarios involving civilian protection and international law to train next-generation AI models.

ai-evaluationinternational-humanitarian-lawhumanitarian-operationsprompt-engineeringscenario-design

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

  1. Develop nuanced cases and scenarios focused on civilian protection, proportionality, and humanitarian constraints for AI model evaluation.
  2. Assess and grade AI-generated responses for accuracy, depth of reasoning, and sensitivity to civilian-harm considerations.
  3. Identify and flag instances of excessive caution or insufficient restraint in model responses, highlighting humanitarian implications.
  4. Document challenging or ambiguous cases from a humanitarian perspective to inform future training and refinement.
  5. Collaborate with project stakeholders to clarify humanitarian concepts and contribute to guidance on IHL-related reasoning.
  6. Maintain precise, clear, and context-rich records of findings and recommendations.


Preferred Qualifications

  1. Background in humanitarian operations, protection, or policy with organizations such as ICRC/Red Cross, UN agencies, or major NGOs.
  2. Strong grounding in International Humanitarian Law and civilian-protection principles.
  3. Experience in teaching, training, or field leadership related to humanitarian action or IHL dissemination.
  4. Exceptional written and verbal English communication skills, especially in crafting and reviewing complex case material.
  5. Proven ability to apply proportionality reasoning in conflict or protection scenarios.
  6. Experience documenting or reporting on edge cases or challenging humanitarian situations.
  7. Conflict-zone fieldwork, protection-cluster participation, or IHL-dissemination experience is highly valued.

How we rate this

Humanitarian Aid Representative at micro1 rates 60 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.

Classification

Works on AI. The daily work is on AI products, without building the model.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.

Prepare for this job

Built from this posting and from similar jobs on Level.

Skills and AI tools this role asks for

AI EvaluationInternational Humanitarian LawHumanitarian OperationsPrompt engineeringScenario Design

Questions you could be asked

  1. How do you decide that one model's output is better than another's for a given task?
  2. Tell me about a project where international humanitarian law was part of your work. What did you do?
  3. Tell me about a project where humanitarian operations was part of your work. What did you do?
  4. How do you structure and test a prompt to get consistent output from a language model?
  5. Tell me about a project where scenario design was part of your work. What did you do?

Adapt your resume

  • List these exact terms on your resume: AI Evaluation, International Humanitarian Law, Humanitarian Operations, Prompt engineering, and Scenario Design. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
  • Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.

Want an expert to read your CV for this job?

Free. Send your CV and the role you want next. We reply by email within 2 to 4 business days.

Get new remote AI jobs (Works on AI ●●●○ or higher) by email

One email a week with the new remote AI jobs (Works on AI ●●●○ or higher), each rated for how much AI is in the work. No recruiter spam, unsubscribe in one click.

Free. One email a week. Unsubscribe in one click.

Similar roles

Other roles that work on AI, at other companies.

What kind of AI work fits you?

Answer 12 practical questions in about three minutes. Get a simple profile, the work it points to, and live roles to explore next.

Find my next step

More jobs at micro1

About micro1 as a platform

Level reads micro1’s own pages for pay, entry steps and accepted countries, and sets them beside the other platforms. See the micro1 platform page or compare AI training platforms.

Related searches

Same AI level