Geography Domain Reviewer

About OpenTrain

OpenTrain AI is the hiring and contracting organization for this role. OpenTrain is the #1 platform for finding and building careers in AI training and data labeling, helping people discover projects, build professional profiles, and grow in a rapidly expanding field. Creating an OpenTrain account is free.

About AI Training Work

AI training is the human side of building modern artificial intelligence. Specialists review prompts and model responses, identify errors, and provide feedback that helps AI systems become more accurate, useful, and reliable. This work is remote and can offer flexible part-time opportunities while placing contributors close to the development of cutting-edge AI.

The Role

OpenTrain AI is recruiting a Geography Domain Reviewer to support quality assurance for large language model evaluation projects. You will review geography-focused prompts and completed tasks, assess the quality of AI-generated or contributor-produced content, and help maintain consistent annotation standards across the project.

The subject matter includes physical and human geography, countries, capitals, climate, geopolitics, demographics, maps, environmental systems, and related topics. This is a part-time contractor role requiring 20 or more hours per week, available worldwide.

• Employment type: Part-time contractor
• Time commitment: 20+ hours per week
• Location: Worldwide and remote
• Working language: English
• Data type: Text
• Primary activity: Evaluation and rating

What You'll Do

You will combine geography expertise with careful review and research to assess whether prompts and completed tasks meet project standards. Your feedback will help contributors improve and support the ongoing refinement of AI evaluation processes.

• Review and validate prompts covering physical geography, human geography, countries, capitals, climate, geopolitics, demographics, maps, environmental systems, and related topics.
• Evaluate completed tasks for factual accuracy, reasoning quality, completeness, and compliance with project guidelines.
• Identify factual inaccuracies, logical inconsistencies, hallucinations, outdated information, and low-quality annotations.
• Assess whether prompts are challenging, relevant, and aligned with project objectives.
• Provide clear, constructive, and evidence-based feedback to contributors.
• Follow established quality standards and review guidelines to maintain consistency.
• Escalate ambiguous or complex cases when necessary and document review findings.
• Collaborate with project managers and AI teams to improve evaluation quality and review processes.

Requirements

This role requires advanced academic or professional familiarity with geography and the ability to evaluate regional, demographic, political, environmental, and spatial information accurately. The source requirements call for a master's degree or higher and at least three years of relevant professional experience.

• Master's degree or higher, preferably in Geography, Human Geography, Physical Geography, Geospatial Science, Environmental Studies, Urban Studies, International Studies, or a related discipline.
• Strong knowledge of physical and human geography, including countries, regions, cities, physical features, populations, cultures, political boundaries, climate, geopolitics, demographics, and maps.
• At least 3 years of relevant professional experience in geographic research, academia, education, geospatial analysis, journalism, publishing, research, geographic content development, or a related field.
• Excellent written English, research, and analytical skills.
• Strong attention to detail when reviewing geographic, regional, demographic, and spatial information.
• Ability to evaluate AI-generated content for factual accuracy and reasoning quality.

Who Should Apply

This opportunity is suited to geography specialists who enjoy research, rigorous fact-checking, and improving the quality of written information. Your expertise can help shape how AI systems handle geographic questions and communicate knowledge about the world.

• Geography researchers and academics
• Geospatial and geographic content specialists
• Educators with strong geography expertise
• Researchers, journalists, or publishers focused on geographic topics
• Professionals experienced in reviewing factual or analytical content

How It Works

As an OpenTrain AI contractor, you will contribute remotely to AI evaluation work using your geography expertise. The role is structured as part-time work with a commitment of 20 or more hours per week. Apply through OpenTrain to begin building your profile and exploring opportunities in AI training and data labeling.