Urdu Evaluation & Labeling Specialist — Remote

AuraOne; United States; A distancia; USD 34.000 - 55.000; Jornada completa

Descripción de la vacante

AuraOne is seeking a remote Urdu Transcription Expert to review Urdu generalist evaluation prompts and responses against our quality rubric. This contractor role involves annotating outputs, labeling edge cases, and drafting structured feedback to help retrain models.

You will compare paired responses, assign severity tags, and document recurring failure modes. Ideal candidates have Urdu evaluation experience, strong attention to detail, and reliable async availability for at least 10 hours per

Formación

• Must have prior evaluation, annotation, or human-rater experience on Urdu generalist evaluation or adjacent content.
• Clear written reasoning that names the issue and the rubric clause applied.
• Reliable async availability for at least 10 hours per week.

Responsabilidades

• Evaluate Urdu generalist evaluation model outputs against a versioned rubric and assign severity tags for Urdu Transcription 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.
• Document recurring failure modes so the modeling team can target them in the next training run.

Conocimientos

Urdu evaluation experience

Attention to detail

Written reasoning

Async availability

Descripción del empleo

AuraOne is seeking a remote Urdu Transcription Expert to review Urdu generalist evaluation prompts and responses against our quality rubric. This contractor role involves annotating outputs, labeling edge cases, and drafting structured feedback to help retrain models.

You will compare paired responses, assign severity tags, and document recurring failure modes. Ideal candidates have Urdu evaluation experience, strong attention to detail, and reliable async availability for at least 10 hours per