Simulation Expert — Real-to-Sim 3D Environments & Assets

AuraOne; United States; Remote; USD 41,000 - 83,000; Full time

Job summary

AuraOne is seeking a Simulation Expert — Real-to-Sim 3D Environments & Assets for remote review of AI outputs in 3D design workflows. You will grade craft, constraints, and tooling adherence, then document the corrected approach so the modeling team can train on it.

The role is a contractor position with an hourly rate set after the interview. Candidates must be able to work remotely from the US and commit to at least 10 hours per week.

Qualifications

• Portfolio or production experience in 3d design 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 3d design craft and tooling standards for Simulation Expert — Real-to-Sim 3D Environments & Assets 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.

Skills

Creative review

Production-grade craft

Tooling fluency

Asset evaluation

3D design

Job description

Category: Creative, Media & Design Evaluation · Pay: Hourly rate confirmed after the interview process · Location: Remote — US-eligible · Contractor

Simulation Expert — Real-to-Sim 3D Environments & Assets is a remote review track for evaluating AI outputs across 3d design 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

3D design 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 3d design craft and tooling standards for Simulation Expert — Real-to-Sim 3D Environments & Assets 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 3d design or an adjacent creative discipline for Simulation Expert — Real-to-Sim 3D Environments & Assets 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 3d design 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
• 3D design

Work model

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

Compensation

Hourly rate confirmed after the interview process.