Remote Architectural Visualization Production QA Reviewer

AuraOne; United States; On-site; USD 34,440 - 55,104; Full time

Job summary

AuraOne is seeking a remote Architectural Visualization Production Reviewer contractor to evaluate model outputs against a versioned rubric, label issues, and provide structured feedback for retraining. The role emphasizes writing clear rationales and tagging content according to policy, with weekly calibration against gold standards.

Applicants should have prior evaluation or annotation experience, strong attention to detail, and availability of at least 10 hours per week.

Qualifications

• Prior evaluation, annotation, or human-rater experience in architectural visualization production evaluation.
• Ability to apply multi-page rubrics consistently across long batches.
• Clear written reasoning that names the issue and rubric clause.
• Strong attention to detail and flag prompts that are the problem.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate architectural visualization production evaluation model outputs against a versioned rubric and assign severity tags for Architectural Visualization Production Reviewer 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.
• Maintain reviewer-quality scores by calibrating against gold-standard examples each week.
• Document recurring failure modes so the modeling team can target them in the next training run.

Skills

Evaluation experience

Rubric-based annotation

Attention to detail

Async availability

Clear reasoning

Job description

AuraOne is seeking a remote Architectural Visualization Production Reviewer contractor to evaluate model outputs against a versioned rubric, label issues, and provide structured feedback for retraining. The role emphasizes writing clear rationales and tagging content according to policy, with weekly calibration against gold standards.

Applicants should have prior evaluation or annotation experience, strong attention to detail, and availability of at least 10 hours per week.