Remote AI Data Reviewer for At-Home Video Evaluations

AuraOne, Inc.; United States; Remote; USD 28,000 - 41,000; Full time

Job summary

AuraOne, Inc. is seeking an independent contractor to remotely evaluate at-home video recorder outputs against a versioned rubric. You will compare paired responses, label edge cases, and write structured feedback for retraining the model.

Responsibilities include applying rubrics, tagging severities, and routing ambiguous prompts to the program team. You will calibrate reviewer scores weekly and document recurring failure modes to improve future training runs.

Qualifications

• Experience with evaluating content using rubrics.
• Ability to apply multi-page rubrics consistently.
• Clear written reasoning that names the issue and rubric clause.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate model outputs against rubric and assign severity tags.
• Compare paired responses and select stronger answer with rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route to program team for rubric updates.
• Calibrate reviewer qualities against gold-standard examples weekly.
• Document recurring failure modes to inform future training.

Skills

Model evaluation

Rubric annotation

Severity tagging

Inter-rater calibration

At-Home evaluation

Job description

AuraOne, Inc. is seeking an independent contractor to remotely evaluate at-home video recorder outputs against a versioned rubric. You will compare paired responses, label edge cases, and write structured feedback for retraining the model.

Responsibilities include applying rubrics, tagging severities, and routing ambiguous prompts to the program team. You will calibrate reviewer scores weekly and document recurring failure modes to improve future training runs.