Content Designer for AI Output Evaluation (Remote)

AuraOne, Inc.; United States; Remote; USD 83,000 - 124,000; Full time

Job summary

AuraOne, Inc. is seeking a Content Designer for AI Output Evaluation (Remote) to review AI outputs against craft, constraints, and tooling standards. This independent contractor role emphasizes producing documented corrected approaches so the modeling team can train on them.

You will grade production-readiness, adjudicate judgments per firm style guides, and maintain reviewer-quality scores across batches, with at least 10 hours per week, US-remote eligibility.

Qualifications

• Portfolio or production experience in content designer review or related field.
• Hands-on familiarity with standard tooling for the discipline.
• Ability to apply multi-page rubrics consistently across long batches.
• Clear written reasoning naming craft issues and standards.
• Reliable asynchronous availability for at least 10 hours per week.

Responsibilities

• Review AI outputs against craft and tooling standards.
• Grade production-readiness on a structured rubric.
• Flag tooling-specific failures with severity tags.
• Capture corrected approaches to train models.
• Adjudicate disputed judgments using firm style guides.
• Maintain reviewer-quality scores in calibration cycles.

Skills

Content design

Creative review

Tooling fluency

Asset evaluation

Production-grade craft

Job description

Content Designer for AI Output Evaluation (Remote) is a remote review track for evaluating AI outputs across content designer creative review workflows. Reviewers grade craft, constraints, and tooling adherence; flag production-readiness issues; and document the corrected approach so the modeling team can train on it.

Why this role matters

Content Designer creative review AI is only useful if a working professional would actually ship the output. AuraOne uses portfolio-credentialed reviewers to grade outputs the way a senior creative would - with craft, constraints, and tooling all in scope.

Responsibilities

• Review AI outputs against current content designer creative review craft and tooling standards for Content Designer for AI Output Evaluation (Remote) assignments.
• Grade composition, constraint adherence, and production-readiness on a structured rubric.
• Flag tooling-specific failures (file format, scale, naming, layer hygiene) with severity tags.
• Capture the corrected approach or reference so the modeling team can train on it.
• Adjudicate disputed creative judgments against published references or firm style guides.
• Maintain reviewer-quality scores in inter-rater calibration cycles.

Qualifications

• Portfolio or production experience in content designer creative review or an adjacent creative discipline for Content Designer for AI Output Evaluation (Remote) work.
• Hands-on familiarity with the standard tooling for the discipline.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the craft issue and the standard being applied.
• Reliable async availability for at least 10 hours per week.

Example tasks

• Grade a model's content designer creative review output against the brief and rate craft, constraints, and production-readiness.
• Flag a tooling-specific failure (incorrect file format, unsupported feature, naming convention) with severity.
• Adjudicate a disputed creative judgment between two reviewers using a firm style guide.
• Audit a 25-asset batch for rubric consistency and report drift to the program lead.

Nice to have

• Studio, agency, or in-house team experience shipping production work.
• Prior experience reviewing AI-assisted creative tooling and its failure modes.
• Familiarity with AAA or feature-grade pipelines and asset standards.

Skills

• Creative review
• Production-grade craft
• Tooling fluency
• Asset evaluation
• Content Designer creative review

Work model

Remote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.

Compensation

$75 / hr

Portfolio or production experience in content designer creative review or an adjacent creative discipline for Content Designer for AI Output Evaluation (Remote) work. Hands-on familiarity with the standard tooling for the discipline. Comfort applying multi-page rubrics consistently across long batches. Clear written reasoning that names the craft issue and the standard being applied. Reliable async availability for at least 10 hours per week.