Arabic Linguistic Experts

$50/hr

rate as listed

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

Evaluate and improve Arabic output from large language models across translation, summarization, dialogue and grammar tasks. The work includes editing, linguistic annotation, error analysis and detailed feedback for AI researchers.

The work

You will review LLM-generated Arabic for accuracy, fluency, grammar, syntax, meaning and cultural fit. Day-to-day tasks may include evaluating translations and summaries, refining dialogue, correcting or rewriting content, annotating grammatical and semantic features, and documenting recurring model errors or gaps.

What Mercor screens for

Mercor is seeking native or near-native fluency in Arabic, supported by professional experience in Arabic translation, editing, linguistic annotation or NLP data work. Screening is likely to test whether you can distinguish valid variation from genuine error, account for regional usage, explain subtle judgments and apply consistent standards across examples. Interest in AI and LLM language technology is preferred but not required.

Practical details

The work is remote and designed for collaboration with a distributed research team. The listing does not disclose whether scheduling is fully async, the expected weekly commitment or typical working hours, so candidates should be ready to state their availability clearly during screening.

Pay band: $50/hr

What they look for

Native or near-native fluency in Arabic
Professional Arabic translation, editing, linguistic annotation or NLP data experience
Advanced knowledge of Arabic grammar, syntax, semantics and stylistics
Ability to assess regional variation and context-appropriate Arabic usage
LLM output evaluation and detailed linguistic error analysis
Remote collaboration with researchers and distributed 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 Arabic expertise has been applied in accountable production settings and whether your experience matches the actual evaluation and curation tasks.
A strong answer: Give specific project types, your responsibilities, the Arabic varieties or registers involved and how quality was reviewed. Distinguish direct linguistic work from project coordination or general content work.
Where people lose it: Candidates lose credibility by naming broad language work without explaining what Arabic text they personally evaluated, edited or annotated.

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