Remote Video Annotation Specialist — AI Model Evaluation

AuraOne Human Data; United States; À distance; USD 21 000 - 34 000; Plein temps

Résumé du poste

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.

Responsabilités

• 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.

Connaissances

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Video Annotation evaluation

Design

Description du poste

Remote Video Annotation Specialist — AI Model Evaluation is a remote evaluation track for reviewing video annotation evaluation prompts and responses against AuraOne's quality rubric. Reviewers compare paired outputs, label edge cases, and write the kind of structured feedback the modeling team can use to retrain.

Why this role matters

AI data reviewers help turn video annotation evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Responsibilities

• Evaluate video annotation evaluation model outputs against a versioned rubric and assign severity tags for Remote Video Annotation Specialist — AI Model Evaluation 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.

Qualifications

• Prior evaluation, annotation, or human-rater experience on video annotation evaluation or adjacent content for Remote Video Annotation Specialist — AI Model Evaluation 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.

Example tasks

• Compare two video annotation evaluation model responses to the same prompt and pick the stronger one with rationale.
• Tag an unsafe response with the correct policy category and severity.
• Audit a 50-row batch for rubric consistency and report drift to the program lead.
• Propose a rubric clarification after spotting a recurring failure mode.

Nice to have

• Background in linguistics, content moderation, or trust & safety review.
• Experience with inter-rater agreement metrics and calibration cycles.
• Domain expertise that lets you spot subject-matter errors automated checks miss.

Skills

• Model output evaluation
• Rubric-based annotation
• Severity tagging
• Inter-rater calibration
• Video Annotation evaluation
• Design

Work model

Remote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.

Compensation

Hourly rate confirmed after the interview process.

Application process

Apply through AuraOne's specialist intake for role-specific routing and review. Final project scope, schedule, and contractor terms are confirmed before placement.

Prior evaluation, annotation, or human-rater experience on video annotation evaluation or adjacent content for Remote Video Annotation Specialist — AI Model Evaluation 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.