Household Activity Video Contributor (US Based)

AI Trainer Jobs; United States; Remote; USD 14,000 - 21,000; Full time

Job summary

AuraOne is seeking remote evaluators to review household activity video contributor prompts and responses. You will assess outputs against a quality rubric, label edge cases, and provide structured feedback to retrain models.

As a contractor, you’ll compare paired responses, flag issues, and document reasoning to support program improvements. This is a US-based, remote, independent role with flexible task pacing and up to 10 hours per week.

Qualifications

• Clear written reasoning that names the issue and rubric clause being applied.

Responsibilities

• Evaluate model outputs against a evolving rubric and assign severity tags.
• Compare paired responses and select the stronger answer with rationale.
• Label hallucinations and unsafe content with structured tags.
• Capture ambiguous prompts and route to rubric updates.

Skills

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Household Activity Video Contributor

Eligibility

Job description

Household Activity Video Contributor (US Based) is a remote evaluation track for reviewing household activity video contributor 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.

Category: Video, Vision & Spatial AI · Pay: $10–$15 / hr · Location: Remote — US-eligible · Contractor

Household Activity Video Contributor (US Based) is a remote evaluation track for reviewing household activity video contributor evaluation prompts and responses against AuraOne's quality rubric.

About the role

Household Activity Video Contributor (US Based) is a remote evaluation track for reviewing household activity video contributor 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.
AI data reviewers help turn household activity video contributor evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.
Review image and video output. Judge spatial reasoning and scene understanding.

Responsibilities

• Evaluate household activity video contributor evaluation model outputs against a versioned rubric and assign severity tags for Household Activity Video Contributor (US Based) 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.

Role details

Track Evaluation & annotation Work model Remote · Independent specialist contractor Compensation $10–$15 / hr Eligible from US

What you should bring

• Prior evaluation, annotation, or human-rater experience on household activity video contributor evaluation or adjacent content for Household Activity Video Contributor (US Based) 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.

Role signals

Example tasks

• Compare two household activity video contributor 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.

Useful experience

• 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.

Compensation and schedule

$10–$15 / hr
Expected arrangement: contractor , with program-defined task volume and review pacing. Placement depends on current program demand and reviewer confirmation.

Skills used in matching

• Model output evaluation
• Rubric-based annotation
• Severity tagging
• Inter-rater calibration
• Household Activity Video Contributor evaluation
• Eligibility