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
• Guide model development and evaluation for 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 with geospatial analysis, GIS systems, or spatial modeling
• Strong reasoning skills
• Attention to detail
• Ability to communicate complex spatial relationships clearly
• Proficiency with geospatial tools and libraries such as QGIS, ArcGIS, GDAL, or PostGIS preferred

• None offered; company-sponsored health insurance and PTO do not apply to contractors
• Contractor supplies a secure computer
• Contractor supplies a high-speed internet connection