At-Home Video Recorder, Japan (AI Data Capture)

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

Job summary

AuraOne, Inc. is seeking an independent contractor for remote evaluation of at-home video recorder prompts and responses. You will review outputs, apply a versioned rubric, and label edge cases with structured feedback to aid retraining efforts.

The role emphasizes clear written rationales and calibration against gold standards. The position is remote, US-eligible, and compensation is hourly, with rate determined after the interview process.

Qualifications

• Prior evaluation, annotation, or human-rater experience on at home video recorder evaluation or adjacent content.
• Clear written reasoning that names the issue and the rubric clause being applied.

Responsibilities

• Evaluate model outputs against a versioned rubric and assign severity tags.
• Compare paired responses and provide a written rationale for stronger answers.
• Label hallucinations and unsafe content with structured tags.
• Capture ambiguous prompts and route them for rubric updates.
• Calibrate reviewer scores against gold-standard examples weekly.
• Document recurring failure modes for future training.

Skills

Model evaluation

Rubric annotation

Severity tagging

Inter-rater calibration

At home data review

Design

Job description

At-Home Video Recorder, Japan (AI Data Capture) is a remote evaluation track for reviewing at home video recorder 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 at home video recorder evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Responsibilities

• Evaluate at home video recorder evaluation model outputs against a versioned rubric and assign severity tags for At-Home Video Recorder, Japan (AI Data Capture) 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 at home video recorder evaluation or adjacent content for At-Home Video Recorder, Japan (AI Data Capture) 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 at home video recorder 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
• At Home Video Recorder 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.