Language Alignment & Resource Partner (Kazakh) - Freelance AI Trainer Project

Agency; United States; Remote; USD 8,300 - 90,000; Full time

Job summary

Agency is seeking independent Language Alignment & Resource Partners to perform native-level Kazakh linguistic vetting and QA for a specialized AI data project. You will annotate, review, and test AI outputs for grammar, naturalness, and cultural accuracy, acting as a primary quality check during production.

Contractors will autonomously generate educational resources and feedback documentation to improve alignment between AI task outputs and campaign expectations, while providing linguistic

Qualifications

• Proven Kazakh language ability at C1 or C2 level
• Experience in linguistics, education, or related fields requiring linguistic precision
• Experience with human data evaluation or annotation
• Strong ability to convert feedback and trends into actionable resources

Responsibilities

• Annotate, review, and test AI outputs for grammatical accuracy and naturalness in Kazakh
• Serve as primary quality check to identify subtle cultural or linguistic errors
• Develop educational resources and feedback documentation to align AI outputs with expectations
• Provide native-level language vetting support during production and scaling

Skills

Kazakh language proficiency

Linguistics background

Data annotation experience

Cultural nuance sensitivity

Job description

Project Overview

We are sourcing independent Language Alignment & Resource Partners (LARPs) to provide native-level Kazakh language vetting and QA for a specialized AI data project. As AI systems strive to reflect real-world usage and deliver human-like communication, their accuracy depends entirely on rigorous linguistic and cultural consultation. The objective of this project is to evaluate, annotate, and validate data to ensure high-quality outputs that are fully natural, polished, and free from bias.

Project Deliverables & Scope

Operate autonomously to provide linguistic QA and develop alignment resources.

• Data Annotation & Review: Reviewing, annotating, and testing AI outputs for grammatical accuracy, naturalness, and strict cultural context.
• Quality Assurance & Vetting: Acting as a primary quality check during production to proactively identify and correct subtle cultural errors or awkward phrasing in the Kazakh language.
• Resource Generation: Analyzing task quality trends and autonomously developing educational resources and feedback documentation to increase alignment between AI task outputs and campaign expectations.
• Production & Vetting Support: Providing native-level language vetting during project scaling and offering specialized linguistic consultation throughout the production phase.

Required Expertise

To successfully fulfill the deliverables of this project, contractors must possess a meticulous eye for language and cultural nuance.

• Demonstrable work or educational experience in linguistics, education, or other fields requiring high attention to linguistic detail.
• Prior, tangible experience working in human data evaluation or annotation.
• Verified Kazakh language proficiency of C1 or C2.
• The ability to confidently transform raw feedback and quality trends into structured, actionable educational resources.
• A meticulous approach to language, with the sharpness to identify and correct even the most subtle unnatural phrasing in their native tongue.

Service Fees

We offer a pay range of $6-to- $65 per hour, with the exact rate determined based on your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above.

As a contractor you'll supply a secure computer and high-speed internet.

• Engagement Type: Freelance / Independent Contractor
• Workplace Type: Remote
• company-sponsored benefits such as health insurance and PTO do not apply.