Senior Geospatial Reasoning Specialist – Freelance AI Trainer Project

• Evaluate AI-generated outputs for a geospatial reasoning agent focused on crisis response
• Identify analytical weaknesses in AI outputs
• Design metrics and test cases to advance model understanding and predictive accuracy
• Review geospatial scenarios
• Validate model outputs
• Define and refine reasoning frameworks
• Collaborate with the team to improve data-driven evaluations
• Help design intelligent systems supporting real-time global decision-making

• Deep experience in geospatial analysis, crisis response, or related domains such as damage assessment, agriculture, site selection, supply chain optimization, or forecasting
• Professional experience in geospatial analysis, GIS systems, or spatial modeling
• Experience within industries such as crisis management, logistics, or environmental planning
• Proficiency with geospatial tools and libraries such as QGIS, ArcGIS, GDAL, or PostGIS preferred
• Strong reasoning skills
• Attention to detail
• Ability to communicate complex spatial relationships clearly

• None provided; contractor role excludes company-sponsored health insurance and PTO
• Contractor supplies a secure computer
• Contractor supplies a high-speed internet connection