Land Administrator AI Evaluator

You will evaluate AI-generated content against the standards and workflows used in upstream land administration, mineral title, and oil and gas accounting. You will also provide clear feedback that helps improve AI understanding of specialized industry practices.

The role includes practical analytical work and structured data production using tools and methods from your professional experience.

• Review AI-generated content for accuracy against upstream land management and accounting workflows.
• Write clear, accurate feedback on specialized oil and gas practices.
• Build price forecast models and develop PPA documentation.
• Produce structured data outputs independently.

What it pays and takes

This is an ongoing, project-based freelance opportunity that can fit alongside research, teaching, postdoctoral work, or industry employment. The work is fully remote and asynchronous.

• Pay: Up to $80 per hour.
• Time requirement: 20+ hours per week.
• Location: Open to candidates in the United States.
• At least two years of professional experience in upstream land administration or accounting.
• Experience as a landman, senior landman, land administrator, lease records analyst, revenue accountant, JIB analyst, royalty owner analyst, or in an equivalent oil and gas role.
• Hands-on experience with P2 Land, Excalibur, or CourthouseDirect.
• Professional fluency in English.
• Strong written communication, careful attention to detail, and the ability to work independently.

How it works

Apply on OpenTrain with your resume, then complete the application on the hiring site.

About AI training work

AI training is the human work behind artificial intelligence. People review model responses, prepare examples, and provide feedback so AI systems can produce more accurate and useful results. Subject-matter experts are needed when the work involves specialized fields such as upstream land administration and accounting.