Remote Audio-Visual Reasoning Evaluator & QA Analyst

AuraOne; United States; On-site; USD 34,440 - 68,880; Full time

Job summary

AuraOne is seeking an independent contractor for an Audio-Visual Reasoning Model Evaluator role, focused on reviewing audio annotation prompts and responses against a versioned quality rubric. You will compare paired outputs, label edge cases, and provide structured feedback to retrain the modeling team.

Remote work eligible for US-based contractors; expect to label unsafe content, track discrepancies, and calibrate against gold-standard examples weekly to maintain high reviewer quality.

Qualifications

• Prior evaluation, annotation, or human-rater experience on audio annotation or adjacent content for Audio-Visual Reasoning Model Evaluator work.
• 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 audio annotation model outputs against a versioned rubric and assign severity tags for Audio-Visual Reasoning Model 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

Audio annotation

Multimodal evaluation

Cross-modal reasoning

Grounding review

Audio

Visual

Reasoning

Job description

AuraOne is seeking an independent contractor for an Audio-Visual Reasoning Model Evaluator role, focused on reviewing audio annotation prompts and responses against a versioned quality rubric. You will compare paired outputs, label edge cases, and provide structured feedback to retrain the modeling team.

Remote work eligible for US-based contractors; expect to label unsafe content, track discrepancies, and calibrate against gold-standard examples weekly to maintain high reviewer quality.