CAD / PCB / 3D Design Engineer — AI Evaluation

AuraOne, Inc.; United States; Remote; USD 83,000 - 138,000; Part time

Job summary

AuraOne, Inc. is seeking a CAD/PCB/3D Design Engineer for AI Evaluation. You will review AI-generated design outputs against craft standards, grade conformity, and flag tooling issues, documenting corrected approaches for training the modeling team.

This remote contractor role requires solid written explanations and the ability to work asynchronously for at least 10 hours per week, with US work authorization.

Qualifications

• Portfolio or production experience in cad design or an adjacent creative discipline for CAD / PCB / 3D Design Engineer — AI Evaluation work.
• 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 cad design craft and tooling standards for CAD / PCB / 3D Design Engineer — AI Evaluation 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

CAD design review

Production-grade craft

Tooling fluency

Asset evaluation

Creative review

Job description

CAD / PCB / 3D Design Engineer — AI Evaluation is a remote review track for evaluating AI outputs across cad 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

CAD 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 cad design craft and tooling standards for CAD / PCB / 3D Design Engineer — AI Evaluation 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 cad design or an adjacent creative discipline for CAD / PCB / 3D Design Engineer — AI Evaluation 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 cad 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
• CAD design

Work model

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

Compensation

$60–$100 / hr