AI Trainer - Fluent Kazakh Speaker - San Francisco, US

About the role

We are seeking fluent Kazakh speakers to act as evaluators. AI models are learning to communicate with human-like nuance, and we need fluent speakers to ensure these models understand the depth and nuance of the Kazakh language. You will be completing side‑by‑side evaluations of AI‑generated text, assessing how naturally and authentically the AI captures written Kazakh. This includes reading text samples and identifying how natural and idiomatic the writing sounds. This is a fast‑paced project where your eye for detail directly influences how AI understands human language.

Responsibilities

• Side‑by‑side evaluation: comparing text snippets to assess quality and authenticity
• Naturalness assessment: reading AI‑generated text and rating how natural the writing sounds
• Quality control: identifying where the AI's tone or phrasing feels unnatural or culturally mismatched
• Contextual review: identifying whether word choice and register match the cultural context of the writing
• Data tagging: providing feedback on the naturalness, tone, and authenticity of the text

Requirements

• Kazakh language fluency: strong command of natural, everyday written and spoken Kazakh
• Fluent English skills for instruction following and reporting
• High attention to detail
• Background in linguistics or translation is a plus
• Access to a computer and a quiet environment for focused reading and writing tasks
• A PayPal account to receive payment

Skills

• Ability to distinguish subtle differences in tone, register, and word choice
• Linguistic nuance detection
• Effective communication in English

Benefits

• Competitive pay rates
• Flexible hours
• Ability to work from home
• Opportunity to influence AI models of the future using language expertise
• Quick onboarding: join Prolific in about 15 minutes after passing assessment

Pay

Researchers looking for your skills tend to pay between $20‑26 per hour. Tasks are posted individually with time estimate and pay shown before you decide to accept.

Schedule

You must be prepared to complete paid tasks that require one hour of uninterrupted work, though many tasks are shorter. Flexible scheduling allows you to work when it suits you.