Chinese Linguistic Experts

$50/hr

rate as listed

Workload: ~15h/week
Engagement: Project-based
Location: Worldwide
Field: Languages

Evaluate and improve Chinese-language output from large language models across translation, summarization, dialogue and grammar tasks. The work combines linguistic review, content editing, annotation and detailed analysis of model errors.

The work

You will assess Chinese text generated by large language models for accuracy, fluency, grammatical correctness, stylistic fit and cultural appropriateness. Typical tasks include reviewing translation, summarization, dialogue and grammar correction outputs, then editing or rewriting weak responses and annotating grammatical, syntactic or semantic features.

What the screening emphasizes

Mercor is looking for native or near-native fluency in Chinese and professional experience in Chinese translation, editing, linguistic annotation or NLP data work. Screening is likely to test whether you can identify subtle errors, explain why wording is unnatural, account for regional and contextual variation, and turn linguistic observations into feedback that AI researchers can use. Interest in AI and LLM-driven language technologies is preferred but not required.

Working format

The role is remote and involves collaboration with a distributed team. The listing does not specify whether work is fully asynchronous, a minimum weekly commitment or typical working hours, so candidates should be ready to state their availability and any time-zone constraints during screening.

Pay band: $50/hr

What they look for

Native or near-native Chinese fluency
Professional Chinese translation, editing, linguistic annotation or NLP data experience
Chinese grammar, syntax, semantics and stylistics
Recognition of regional variation and context-appropriate Chinese usage
LLM output evaluation and error analysis
Clear written feedback for distributed research teams

Included with this listing

Interview prep — 10 questions

Matched to what this platform's screening actually measures. Answer each out loud in 60–90 seconds: claim → concrete example → implication.

What it tests: This establishes whether your Chinese-language expertise has been applied in accountable professional work rather than only through general fluency.
A strong answer: Give specific roles or projects, the kinds of Chinese material handled, your responsibilities and how quality was reviewed. Distinguish clearly among translation, editing, annotation and NLP data work rather than treating them as interchangeable.
Where people lose it: Candidates lose points by claiming broad language experience without naming a project, task type, deliverable or review standard.

Summary, eligibility guidance and screening preparation are prepared by Sidequest from the platform's posting. Check the source listing before applying.