Senior Geospatial Reasoning Specialist – Freelance AI Trainer Project

• Evaluate AI-generated outputs
• Identify analytical weaknesses
• 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 shape development and evaluation of a geospatial reasoning agent focused on crisis response

• Experienced geospatial professional
• 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 within industries such as crisis management, logistics, or environmental planning
• Proficiency with geospatial tools and libraries (e.g., QGIS, ArcGIS, GDAL, PostGIS) preferred
• Strong reasoning
• Attention to detail
• Ability to communicate complex spatial relationships clearly

• Secure computer and high-speed internet connection supplied by the contractor
• Company-sponsored health insurance does not apply
• Company-sponsored PTO does not apply