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MARS Cultural Annotation Project (English – Singapore)
Singapore
May 26, 2026
Job description
Description:
Join the MARS Cultural Annotation Project and help shape the future of culturally aligned artificial intelligence. This large-scale initiative focuses on collecting high-quality cultural data that will be used to train and align Large Language Models (LLMs). As a Cultural Data Annotator, you will provide authentic insights into Singaporean cultural values and perspectives, contributing directly to the development of more culturally aware AI systems.
Purpose:
The MARS Project aims to collect and validate culturally relevant textual data that reflects the values, beliefs, and social norms of Singapore. This data will be used to improve the cultural understanding and alignment of AI models such as ChatGPT, Gemini, Claude, and Sea-Lion.
Main Requirements:
Native-level fluency in English and strong familiarity with Singaporean culture and societal values.
Must currently reside in Singapore.
Ability to distinguish between:
Cultural Perspective: What most people in Singapore would consider appropriate or acceptable.
Personal Perspective: Your own individual beliefs and opinions.
Complete validated survey questionnaires and annotate AI-generated responses.
Ensure annotations reflect authentic cultural understanding and human judgment.
Strong attention to detail and ability to follow detailed guidelines.
Reliable internet connection and computer access.
No prior annotation experience required.
Other Important Information:
Location: Remote
Minimum productivity target: 10 completed annotation samples within 2.5 hours.
Annotation work includes a balanced mix of Create, Select, and Refine tasks.
Continuous quality assurance reviews and random audits will be conducted.
Annotations must reflect current cultural norms and avoid stereotypes or outdated generalizations.
Non-compliant submissions may require rework and may impact continued participation.
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