Remote Video Annotation and AI Model Evaluation Specialist

AuraOne Human Data; United States; Remote; USD 21,000 - 34,000; Full time

Job summary

AuraOne, Inc. is seeking a Remote Video Annotation Specialist — AI Model Evaluation to review model outputs and provide structured feedback against the company rubric.

This independent contractor role focuses on comparing responses, labeling issues, and documenting recurring failure modes to aid model retraining. The ideal candidate brings prior experience in evaluation or annotation of video content, meticulous attention to detail, and the ability to reason clearly about rubric applicability.

Qualifications

• Prior evaluation, annotation, or human-rater experience in video annotation evaluation or adjacent content.
• Clear written reasoning that names the issue and the rubric clause applied.
• Strong attention to detail and ability to flag when a prompt is the problem.

Responsibilities

• Evaluate video annotation evaluation model outputs against a versioned rubric and assign severity tags.
• Compare paired responses and select the stronger answer with a rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route them for rubric updates.

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 Specialist — AI Model Evaluation to review model outputs and provide structured feedback against the company rubric.

This independent contractor role focuses on comparing responses, labeling issues, and documenting recurring failure modes to aid model retraining. The ideal candidate brings prior experience in evaluation or annotation of video content, meticulous attention to detail, and the ability to reason clearly about rubric applicability.