AI Trainer - Fluent Kazakh Speaker - Dortmund, Germany

prolificacademicltd; United States; Remote; USD 28,000 - 36,000; Full time

Benefits offered by this job

Fully remote

Job summary

prolificacademic ltd is recruiting native or fluent Kazakh speakers to evaluate AI-produced writing for naturalness and idiomatic usage. You will read short Kazakh passages and judge how authentically they reflect everyday language, earning a paid hourly task-based engagement that is remote.

Responsibilities include side-by-side comparison, scoring on naturalness and fluency, and providing structured feedback. A quiet setup and PayPal payments are part of the arrangement.

Qualifications

• Native or equivalent fluency in Kazakh (written and spoken).
• Working proficiency in English for instructions and reports.

Responsibilities

• Compare text samples side by side to judge authenticity.
• Score AI writing on naturalness and fluency.
• Identify tone/register issues and awkward phrasing.

Skills

Kazakh fluency

English proficiency

Job description

Role overview

Researchers developing more human-like AI are recruiting fluent Kazakh speakers to evaluate the naturalness of machine-generated writing. Participants read short Kazakh passages produced by AI and judge how authentically they capture idiomatic, everyday usage, helping models move closer to true linguistic nuance. Engagement takes the form of paid, individual study tasks rather than a permanent position.

Responsibilities

• Compare pairs of text samples side by side to assess which better reflects authentic Kazakh.
• Score AI-generated writing on naturalness, fluency, and overall feel.
• Identify instances where tone, register, or phrasing reads as awkward or culturally off.
• Evaluate whether vocabulary and formality match the context the text is meant to convey.
• Provide structured feedback through tagging and short written responses.

Requirements

• Native or equivalent fluency in Kazakh, across both written and spoken forms.
• Working proficiency in English for following task instructions and submitting reports.
• A discerning eye for tone, nuance, and small variations in register.
• A reliable computer setup in a quiet environment for sustained reading work.
• A PayPal account set up to receive payments for completed tasks.

Nice to have

• Training or experience in linguistics, translation studies, or language annotation work.

Benefits and work setup

• Hourly compensation generally falls between $20 and $26, set by the researcher commissioning each study.
• Fully remote with task-by-task flexibility; details, duration, and payment appear before commitment.
• Some tasks may run up to one hour without interruption, though many are significantly shorter.