Humanitarian Aid Representative — Frontier AI Research & Benchmarking

Operating at the intersection of enterprise data governance and foundation model alignment, ZR Talent Group is conducting an executive search for a distinguished Humanitarian Aid Representative — Frontier AI Research & Benchmarking ($30 - $70/hour). This institutional engagement tasks qualified domain authorities in Civilian-protection judgment, IHL grounding, Proportionality reasoning with establishing empirical benchmark standards, auditing complex model reasoning chains, and validating multi-step autonomous workflows under strict enterprise evaluation criteria.

Operational Scope & Core Responsibilities

• 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.

Professional Background & Competencies

• Conflict-zone fieldwork, protection-cluster participation, or IHL-dissemination experience is highly valued.
• 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.

Institutional Remuneration & Contract Specifications

• Compensation Rate: $30 - $70/hour (verified contractor remuneration)
• Work Arrangement: 100% Remote / Work From Home
• Eligible Remote Countries: United States, United Kingdom, Canada, Australia, New Zealand, Ireland, and South Africa
• Core Competencies: Civilian-protection judgment, IHL grounding, Proportionality reasoning
• Hiring Lead: Nathaniel Cross (Principal AI Placement Director) at ZR Talent Group

Direct Application Process: Click the Apply button on this page to submit your profile directly for immediate evaluation.