Remote Visual Content Quality Auditor

AuraOne Human Data; United States; Remote; USD 28,000 - 55,000; Part time

Benefits offered by this job

Linguistics background

Inter-rater metrics experience

Domain expertise

Job summary

AuraOne, Inc. is seeking a Visual Content Evaluator for remote work to review model outputs against our quality rubric. You will compare paired responses, label issues, and provide structured feedback to support retraining.

The role emphasizes clear reasoning, attention to detail, and consistency across long rubric-driven batches, with eligibility to work from the US and a commitment of at least 10 hours per week as an independent contractor.

Qualifications

• Prior evaluation, annotation, or human-rater experience on visual content evaluation.
• 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.
• Comfort applying multi-page rubrics consistently across long batches.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate visual content evaluation model outputs against a versioned rubric and assign severity tags for Visual Content Evaluator 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

Visual Content evaluation

Design

AI model evaluation

Job description

AuraOne, Inc. is seeking a Visual Content Evaluator for remote work to review model outputs against our quality rubric. You will compare paired responses, label issues, and provide structured feedback to support retraining.

The role emphasizes clear reasoning, attention to detail, and consistency across long rubric-driven batches, with eligibility to work from the US and a commitment of at least 10 hours per week as an independent contractor.