Passport Application AI Evaluation Expert

The work

You will help evaluate AI systems that answer passport questions. You will review whether questions reflect realistic applicant needs and whether generated answers are accurate, complete, useful, and aligned with current guidance.

• Review sample passport questions and identify unrealistic applicant needs.
• Create rubrics for correct and complete answers about new applications, renewals, replacements, forms, fees, and processing options.
• Set evaluation standards for identity and citizenship documents, photo requirements, and applications for minors.
• Evaluate AI-generated answers and flag errors, missing information, and outdated guidance.
• Provide clear written feedback while working asynchronously.

What it pays and takes

This is a short-term, remote contractor project. Practical knowledge of passport acceptance procedures matters more than previous AI experience.

• Pay: $30 to $40 per hour.
• Time: 20 to 30 hours per week.
• Location: Open to candidates in the United States.
• Language: Fluent in English.
• Experience: Current or recent designation as a passport acceptance agent in a post office, county clerk office, library, or similar setting.
• Experience: At least one year helping the public with passport applications.
• Knowledge: Passport forms, fees, identity and citizenship documents, and rules for minors.
• Communication: Clear and precise written communication.
• Helpful experience: Lost, stolen, or damaged passports, name changes, guides, checklists, training materials, and serving rural or non-English-speaking applicants.

How it works

Apply on OpenTrain with your resume, then complete the application on the hiring site. OpenTrain is a free platform where people find AI training and data-labeling work, build a profile, and apply to projects across the industry.

About AI training work

AI training work uses human judgment to improve how artificial intelligence responds. In this role, your passport acceptance knowledge helps assess model answers and identify errors that could make guidance less useful or accurate.