GIS​/Geospatial Expert AI Model Training

Apply hands-on GIS and geospatial expertise to improve next-generation AI systems through practical technical input, detailed workflow documentation, and rigorous evaluation of AI-generated solutions. This remote contract role focuses on real-world geospatial challenges, including the use of advanced AI coding agents in technical projects. Prior AI experience is not required, but demonstrated domain expertise and practical use of AI coding agents are essential.

• Provide expert analysis, feedback, and practical examples involving GIS and geospatial data challenges for AI model development.
• Document advanced technical workflows and problem-solving methods that use Codex, Claude Science, Claude Code, and Claude Cowork.
• Describe work in which AI coding agents generated code sequences, including project context, tool selection, and results, rather than being used only as conversational tools.
• Evaluate and critique AI-generated solutions for complex geospatial scenarios, including navigating large codebases, debugging, end-to-end feature development, and architectural changes.
• Share real-world examples where ambiguity or scale created technical challenges and explain how AI agentic workflows supported solutions.
• Collaborate asynchronously with project stakeholders to refine documentation and guidance materials.
• Help develop high-fidelity datasets and evaluations used for AI training and benchmarking.

• Demonstrated expertise in GIS, remote sensing, spatial analytics, or related geospatial technologies.
• Current STEM professional with ongoing engagement in technical geospatial work preferred.
• Hands-on experience using Codex, Claude Science, Claude Code, or Claude Cowork to solve technical challenges in GIS or STEM projects.
• Experience using Python and producing technical documentation.
• Proven ability to use AI coding agents for complex work such as large-codebase navigation, debugging, end-to-end feature design, or ambiguous project requirements.
• Experience generating and analyzing AI-driven code sequences rather than using agents solely for chat.
• Strong analytical thinking, problem-solving, written and verbal communication, and stakeholder collaboration skills.
• Ability to explain technical processes and reasoning clearly to technical and non-technical audiences.

Remote contract engagement.

Asynchronous collaboration with project stakeholders.

Compensation $80 to $100 per hour.