The work

You will review Vietnamese-language model outputs for accuracy, fluency, grammar, syntax, meaning, register and cultural fit. Day-to-day tasks may include comparing translations, checking summaries against source material, correcting dialogue, rewriting unnatural passages and annotating grammatical, syntactic or semantic features.

You will also identify recurring model failures and explain them in a form researchers can use. This requires distinguishing objective errors from acceptable variation, including regional differences and context-dependent choices, while preserving intended meaning when editing.

Screening and logistics

The platform is likely to screen for native or near-native fluency in Vietnamese, professional fluency in English and verifiable professional experience in Vietnamese translation, editing, linguistic annotation or NLP data work. Expect follow-up questions about specific examples, annotation decisions and how you would evaluate outputs when more than one Vietnamese rendering is valid.

The work is remote and suited to distributed collaboration. The listing does not disclose a typical weekly hour range, scheduling requirements or whether all work is asynchronous, so candidates should confirm those details during matching. The listing shows an observed pay band, which is not a guarantee of assignment volume or selection.

Pay band: $40/hr