About the Role

Millions of people rely on digital maps every day to navigate, to discover, to find their way. But maps are only as accurate as the data behind them, and data is only as trustworthy as the people who verify it. Your knowledge of Mexico's geography, local landmarks, and how people actually navigate your region is something no algorithm can fully replicate. That local intelligence is what makes maps genuinely useful.

Why This Matters

Accurately verified mapping data prevents real-world navigation errors. Your verification work ensures that:

- Users can discover trusted businesses and cultural landmarks with confidence
- Communities can navigate with accurate, culturally-informed geographic intelligence
- Geographic data quality scales across millions of locations and thousands of data variations

At scale, this is infrastructure work. Every verified data point contributes to how billions of people interact with geographic information globally.

What You'll Do Core Responsibilities Structured Quality Audits on Spatial Datasets

- Conduct detailed, methodical evaluations of geographic and business data entries using advanced mapping platforms and GIS-standard evaluation tools
- Assess spatial data points (coordinates, boundaries, locations) for accuracy and consistency across multiple authoritative sources
- Verify business information (names, hours, categories, contact details, service offerings) against primary and secondary sources
- Evaluate cultural and regional context—ensuring data reflects how Mexicans actually navigate, describe, and interact with their geographic environment

Cross-Reference Complex Data Against Authoritative Sources

- Compare business,



geographic, and cultural data entries across multiple authoritative sources (official registries, local government databases, business directories, street-level verification)
- Identify discrepancies where data conflicts across sources (e.g., conflicting addresses, outdated hours, category misclassifications)
- Apply critical thinking to determine which source is most reliable and document reasoning transparently

Rigorous Framework Application

- Apply detailed, multi-dimensional evaluation frameworks with consistency and precision across dozens of geographic, business, and cultural data variations
- Understand the intent behind evaluation guidelines and apply them contextually—knowing when to follow rules strictly and when to apply judgment

Work Across Diverse Task Types

- Be adaptable and adaptable across varied evaluation tasks: Maps (location data, boundaries), News (geo-relevant content accuracy), Audio (transcription and context verification), Relevance (data-to-query matching), and emerging task types
- Quickly learn new task specifications and apply them with the same rigor

Provide Structured Feedback for Algorithm Improvement

- Articulate clear, actionable feedback that helps refine mapping algorithms and improve geographic intelligence




- Explain not just what is wrong, but why it matters for real-world navigation and discovery
- Suggest data corrections that are specific, evidence-based, and prioritize the most impactful improvements

Why join the project:

- Structured onboarding: Access comprehensive evaluation guidelines, detailed reference materials, and practical examples before your first live assessment
- Direct feedback and growth: Receive performance assessments tied to quality metrics so you can refine your evaluation precision
- Intellectually rigorous work: Each evaluation requires methodical reasoning, framework interpretation, and structured discrepancy analysis.

Mandatory Qualifications Language Proficiency

- Professional fluency in both English and Spanish (native or near-native proficiency required in both languages)
- Must be able to read and write formal evaluations clearly and precisely in English
- Must understand Spanish-language geographic, business, and cultural context
- Must be comfortable with technical terminology in both languages

Geographic and Residency Requirements

- Current residency in Mexico for the last 5 consecutive years (required to ensure authentic, current geographic knowledge)
- Deep, lived knowledge of Mexico's geography—including major cities, regional landmarks, state and municipal boundaries, and less-prominent areas
- Current understanding of how people in your region actually navigate, speak about locations, and describe directions (colloquial usage, cultural references, regional variations)

Analytical and Problem-Solving Capability

- Advanced anal

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