Urdu Audio Evaluation & Annotation Pro (Remote)

AuraOne, Inc.; United States; Remote; USD 28,000 - 55,000; Part time

Job summary

AuraOne, Inc. is seeking an Urdu Transcription Expert — Audio Annotation to remotely evaluate Urdu generalist prompts and model outputs. You will apply a versioned rubric, attach rationale, and provide structured feedback to help retrain models.

Responsibilities include comparing responses, tagging issues per policy, and calibrating scores against gold standards. This contractor role requires reliable weekly availability and precise, deferential reasoning.

Qualifications

• Prior evaluation, annotation, or human-rater experience on urdu generalist evaluation or adjacent content for Urdu Transcription Expert — Audio Annotation (Remote) work.

Responsibilities

• Evaluate urdu generalist evaluation model outputs against a rubric and assign severity tags for Urdu Transcription Expert — Audio Annotation (Remote) 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.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Urdu generalist evaluation

Job description

AuraOne, Inc. is seeking an Urdu Transcription Expert — Audio Annotation to remotely evaluate Urdu generalist prompts and model outputs. You will apply a versioned rubric, attach rationale, and provide structured feedback to help retrain models.

Responsibilities include comparing responses, tagging issues per policy, and calibrating scores against gold standards. This contractor role requires reliable weekly availability and precise, deferential reasoning.