Remote Video Data Evaluator: Household QA & Feedback

AI Trainer Jobs; United States; Remote; USD 34,000 - 62,000; Full time

Job summary

AuraOne seeks a Remote Household Data Specialist - Video Capture (PH) to review remote household data video capture evaluation prompts and responses against its quality rubric. You will compare outputs, label edge cases, and provide structured feedback for retraining.

As an independent contractor, you will evaluate model outputs, tag issues, and help ensure data reliability across multi-page rubrics with strong written reasoning.

Qualifications

• Prior evaluation, annotation, or human-rater experience on remote household data video capture evaluation.
• Ability to follow multi-page rubrics consistently across long batches.
• Clear written reasoning naming the issue and the rubric clause applied.
• Strong attention to detail and ability to flag when a prompt is the problem.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate model outputs against a versioned rubric and assign severity tags.
• Compare paired responses and select the stronger answer with rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Flag ambiguous prompts and route to the program team for rubric updates.
• Audit batches for rubric consistency and report drift.

Skills

Model evaluation

Rubric-based annotation

Inter-rater calibration

Remote data review

Job description

AuraOne seeks a Remote Household Data Specialist - Video Capture (PH) to review remote household data video capture evaluation prompts and responses against its quality rubric. You will compare outputs, label edge cases, and provide structured feedback for retraining.

As an independent contractor, you will evaluate model outputs, tag issues, and help ensure data reliability across multi-page rubrics with strong written reasoning.