Remote Video Annotation Evaluator & Feedback Specialist

AuraOne Human Data; United States; Remote; USD 34,000 - 48,000; Full time

Job summary

AuraOne, Inc. is seeking a remote Video Annotation Reviewer to help evaluate prompts and responses against a quality rubric. You will compare paired outputs, label edge cases, and provide structured feedback to improve retraining data.

Responsibilities include tagging severities, identifying hallucinations or policy violations, and documenting recurring failure modes for the modeling team. This contractor role is remote and US-eligible.

Qualifications

• Prior evaluation, annotation, or human-rater experience on video annotation evaluation or adjacent content for Video Annotation 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 video annotation evaluation model outputs against a versioned rubric and assign severity tags for Video Annotation 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

Video Annotation evaluation

Design

Job description

AuraOne, Inc. is seeking a remote Video Annotation Reviewer to help evaluate prompts and responses against a quality rubric. You will compare paired outputs, label edge cases, and provide structured feedback to improve retraining data.

Responsibilities include tagging severities, identifying hallucinations or policy violations, and documenting recurring failure modes for the modeling team. This contractor role is remote and US-eligible.