Remote Set & Production Design Reviewer (AI Evaluation)

AuraOne Human Data; United States; Remote; USD 34,000 - 62,000; Part time

Job summary

AuraOne, Inc. in the United States is seeking a Set and Production Design Expert (AI Evaluation) to remotely review AI outputs in set and production design workflows. You will assess craft, constraints, and tooling adherence while documenting corrected approaches for training the modeling team.

The role emphasizes clear written reasoning, independent work, and the use of a structured rubric to ensure production-readiness and consistent quality across long batches.

Qualifications

• Portfolio or production experience in set and production design creative review or an adjacent creative discipline.
• Hands-on familiarity with the standard tooling for the discipline.
• Clear written reasoning that names the craft issue and the standard being applied.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Review AI outputs against current set and production design craft and tooling standards.
• Grade composition, constraint adherence, and production-readiness on a structured rubric.
• Flag tooling-specific failures with severity tags.
• Capture the corrected approach or reference for training.
• Adjudicate disputed creative judgments using firm style guides.
• Maintain reviewer-quality scores in inter-rater calibration cycles.

Skills

Creative review

Production-grade craft

Tooling fluency

Asset evaluation

Set and Production Design review

Design

Job description

AuraOne, Inc. in the United States is seeking a Set and Production Design Expert (AI Evaluation) to remotely review AI outputs in set and production design workflows. You will assess craft, constraints, and tooling adherence while documenting corrected approaches for training the modeling team.

The role emphasizes clear written reasoning, independent work, and the use of a structured rubric to ensure production-readiness and consistent quality across long batches.