Remote Home Robot Failure Case Evaluator

AI Trainer Jobs; United States; Remote; USD 34,000 - 55,000; Part time

Job summary

AI Trainer Jobs is seeking a Home Robot Failure Failure Case Reviewer to remotely evaluate prompts and responses against AuraOne's rubric. You will compare outputs, label edge cases, and provide structured feedback to retrain models.

Responsibilities include evaluating model outputs to assign severity tags, tagging unsafe content, and ensuring rubric consistency across long batches. Experience in linguistics or trust & safety is beneficial.

Qualifications

• Prior evaluation, annotation, or human-rater experience for home robot failure evaluation.
• Ability to apply multi-page rubrics consistently across long batches.
• Clear written reasoning that names the issue and the rubric clause being applied.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate home robot failure evaluation model outputs against a 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.
• Capture ambiguous prompts and route for rubric updates.

Skills

Evaluation experience

Annotation experience

Rubric application

Attention to detail

Async availability

Education

Linguistics or related field

Job description

AI Trainer Jobs is seeking a Home Robot Failure Failure Case Reviewer to remotely evaluate prompts and responses against AuraOne's rubric. You will compare outputs, label edge cases, and provide structured feedback to retrain models.

Responsibilities include evaluating model outputs to assign severity tags, tagging unsafe content, and ensuring rubric consistency across long batches. Experience in linguistics or trust & safety is beneficial.