Remote Voice Data Evaluator & Rubric Specialist (Contractor)

AuraOne, Inc.; United States; Remote; USD 28,000 - 48,000; Full time

Job summary

AuraOne, Inc. is seeking a remote Voice Data Contributor to evaluate model outputs, label issues, and provide structured feedback for retraining. This contractor role requires careful rubric application and written rationale for edge cases.

Responsibilities include comparing responses, tagging content issues, and calibrating scores weekly against gold standards. Flexible remote schedule with at least 10 hours per week availability is expected.

Qualifications

• Prior evaluation, annotation, or human-rater experience on voice data contributor evaluation.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the issue and the rubric clause being applied.
• Strong attention to detail and the ability to flag when a prompt itself is the problem.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate voice data contributor evaluation model outputs against a rubric and assign severity tags.
• Compare paired responses and pick the stronger answer with 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

Voice Data Contributor evaluation

Voice, language and multimodal

AI evaluation

Rubric writing

Expert review

Job description

AuraOne, Inc. is seeking a remote Voice Data Contributor to evaluate model outputs, label issues, and provide structured feedback for retraining. This contractor role requires careful rubric application and written rationale for edge cases.

Responsibilities include comparing responses, tagging content issues, and calibrating scores weekly against gold standards. Flexible remote schedule with at least 10 hours per week availability is expected.