Humanitarian Aid Representative

Micro1; India; Remote; INR 344,000 - 689,000; Full time

Job summary

Cashback24x7 seeks a Humanitarian Aid Representative (Contractor) to shape AI training data. You will design and review scenarios focused on civilian protection under IHL, assess AI outputs for accuracy and sensitivity, and document edge cases to inform future AI model refinement.

Ideal candidates have strong English communication skills, background in humanitarian operations or policy, and experience in training or field leadership related to humanitarian action or IHL dissemination.

Qualifications

• Background in humanitarian operations, protection, or policy with established orgs.
• Strong grounding in International Humanitarian Law and civilian-protection principles.
• Experience teaching, training, or field leadership related to humanitarian action or IHL.
• Exceptional written and verbal English communication for complex case material.

Responsibilities

• Develop nuanced humanitarian scenarios for AI model evaluation.
• Assess and grade AI responses for accuracy, reasoning, and sensitivity.
• Identify excessive caution or insufficient restraint in model outputs.
• Document challenging humanitarian cases to guide future training.
• Collaborate with stakeholders to clarify humanitarian concepts and IHL-related reasoning.

Skills

Humanitarian Operations

IHL Knowledge

Policy Understanding

Strong English Communication

Training/Teaching Experience

Edge Case Documentation

Job description

Job Description

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.

Learn More About Our Government & Defense WorkAt micro1, we work with government and defense experts to evaluate how advanced AI models perform on real-world tasks.

Our Mission

Report benchmark assesses AI-generated military and government reports, highlighting the importance of expert judgment, accuracy, and operational understanding.

Learn more: https://www.micro1.ai/benchmark/mission-report