Remote Point Cloud Evaluator - QA & Feedback Specialist

AI Trainer Jobs; United States; Remote; USD 34,000 - 48,000; Part time

Job summary

AuraOne is seeking a Point Cloud Evaluator for a remote contractor role to review prompts and model outputs against our quality rubric. You will compare responses, label edge cases, and provide structured feedback to retrain the system. This is an independent contractor position with hourly compensation to be confirmed after interview.

Responsibilities include evaluating outputs, tagging issues, and calibrating against gold-standard examples weekly, with a focus on accuracy and clear rationale.

Qualifications

• Prior evaluation, annotation, or human-rater experience on point cloud evaluation or adjacent content for Point Cloud Evaluator work.
• 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 point cloud evaluation model outputs against a versioned rubric and assign severity tags for Point Cloud Evaluator 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.

Skills

Evaluation experience

Attention to detail

Written reasoning

Async availability

Point cloud domain knowledge

Job description

AuraOne is seeking a Point Cloud Evaluator for a remote contractor role to review prompts and model outputs against our quality rubric. You will compare responses, label edge cases, and provide structured feedback to retrain the system. This is an independent contractor position with hourly compensation to be confirmed after interview.

Responsibilities include evaluating outputs, tagging issues, and calibrating against gold-standard examples weekly, with a focus on accuracy and clear rationale.