Remote Kazakh Language Evaluation Specialist

AI Trainer Jobs; United States; Remote; USD 41,000 - 55,000; Full time

Job summary

Kazakh Language Expert role at AuraOne is a remote evaluator tasked with reviewing kazakh language prompts and responses against the quality rubric. Reviewers compare paired outputs, label edge cases, and provide structured feedback for model retraining.

As a contractor, you will assess model outputs, tag issues such as hallucinations or instruction-following failures, and calibrate against gold-standard examples.

Qualifications

• Prior evaluation, annotation, or human-rater experience on Kazakh language evaluation.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning naming the issue and rubric clause.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate Kazakh language evaluation model outputs against a versioned rubric and assign severity tags for Kazakh Language Expert assignments.
• Compare paired responses and pick the stronger answer with a written rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route them back to the program team for rubric updates.
• Maintain reviewer-quality scores by calibrating against gold-standard examples each week.

Skills

Evaluation experience

Annotation experience

Attention to detail

Async availability

Kazakh language knowledge

Job description

Kazakh Language Expert role at AuraOne is a remote evaluator tasked with reviewing kazakh language prompts and responses against the quality rubric. Reviewers compare paired outputs, label edge cases, and provide structured feedback for model retraining.

As a contractor, you will assess model outputs, tag issues such as hallucinations or instruction-following failures, and calibrate against gold-standard examples.