1. Role Overview Mercor is collaborating with a
leading AI lab on a large-scale AI training initiative focused on
improving geographic reasoning, travel planning intelligence, and
culturally grounded location-based analysis in advanced language
models. We’re seeking experienced Geography and Travel experts to
contribute by creating and evaluating geography- and travel-related
prompts and responses. This is a multilingual prospect. We are
specifically seeking experts who are fluent and deeply engaged in
one or more of the following languages: Japanese, Chinese, Korean,
Spanish, Russian, German, Arabic, Thai, Tamil, or Hindi.
Importantly, we are not looking for translation ability alone.
Candidates must have sustained, hands-on engagement with geography
and travel within their linguistic and cultural context — including
familiarity with regional destinations, transportation systems,
travel norms, geographic terminology, tourism trends, and local
customs. This role is ideal for serious travelers, travel writers,
geography enthusiasts, trip planners, cultural researchers, or




dedicated hobbyists who actively participate in travel and
geography discourse in their language ecosystem. 2. Key
Responsibilities Author realistic geography and travel prompts
spanning destination analysis, itinerary planning, cultural norms,
transportation logistics, climate considerations, and regional
comparisons Review and revise AI-generated responses for factual
accuracy, cultural authenticity, practical feasibility, and clarity
Write high-quality human-authored “gold” responses for nuanced
travel scenarios, multi-city planning, or culturally sensitive
situations Create controlled prompt variations that test subtle
differences in seasonality, budget constraints, visa requirements,
transportation options, or traveler preferences Evaluate outputs
across different tones (advisory, informative, conversational,
technical) and instruction constraints Identify model failure cases
involving geogr

📌 Multilingual Geography and Travel Expert (Maharashtra)
🏢 Mercor
📍 Maharashtra