Remote Spatial Reasoning Image QA Specialist

AuraOne; United States; On-site; USD 55,104 - 82,656; Full time

Job summary

AuraOne seeks a Spatial Reasoning Image Failure Analyst for remote evaluation work. You will review model outputs against a rubric, assign severity tags, and select the stronger answer with a clear rationale. You will also label unsafe content and capture prompts needing rubric updates.

Ideal candidates have experience with spatial reasoning tasks, model evaluation, and multi-page rubrics. This contractor role requires availability for at least 10 hours weekly and is remote within the US.

Qualifications

• Prior evaluation, annotation, or human-rater experience on spatial reasoning image failure analyst evaluation or adjacent content.
• 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.

Responsibilities

• Evaluate spatial reasoning image failure analyst evaluation model outputs against a versioned rubric and assign severity tags for Spatial Reasoning Image Failure Analyst 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

Model output evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Spatial Reasoning Image Failure Anal…

Computer vision

Spatial reasoning

Video QA

Spatial

Reasoning

Image

Job description

AuraOne seeks a Spatial Reasoning Image Failure Analyst for remote evaluation work. You will review model outputs against a rubric, assign severity tags, and select the stronger answer with a clear rationale. You will also label unsafe content and capture prompts needing rubric updates.

Ideal candidates have experience with spatial reasoning tasks, model evaluation, and multi-page rubrics. This contractor role requires availability for at least 10 hours weekly and is remote within the US.