Industrial Design CAD Expert

AuraOne; United States; On-site; USD 28,000 - 55,000; Part time

Job summary

AI Trainer Jobs is seeking a remote Industrial Design CAD Expert contractor to evaluate AI-generated CAD outputs against professional standards. You will review craft, constraints, and tooling adherence, flag issues, and document corrected approaches so the team can train on them.

This role requires portfolio-level CAD experience, tooling fluency, and the ability to apply structured rubrics across large batches with clear written reasoning.

Qualifications

• Portfolio or production experience in CAD design or adjacent creative discipline.
• Hands-on familiarity with 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 applied.

Responsibilities

• Review AI outputs against cad design craft and tooling standards.
• Grade composition, constraints, and production-readiness on a rubric.
• Flag tooling-specific failures (file format, scale, naming, layer hygiene) with severity tags.
• Capture the corrected approach or reference for training the model.

Skills

Cad design experience

Tooling fluency

Rubric-based review

Clear written reasoning

Async availability

Tools

CAD software

Job description

About the role

Industrial Design CAD Expert 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.
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.
Judge creative and design output against professional standards. Craft counts.

Responsibilities

• Review AI outputs against current cad design craft and tooling standards for Industrial Design CAD Expert 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.

What you should bring

• Portfolio or production experience in cad design or an adjacent creative discipline for Industrial Design CAD Expert 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.

Role signals

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.

Useful experience

• 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.

Compensation and schedule

Hourly rate confirmed after the interview process.
Expected arrangement: contractor , with program-defined task volume and review pacing. Placement depends on current program demand and reviewer confirmation.

Skills used in matching

• Creative review
• Production-grade craft
• Tooling fluency
• Asset evaluation
• CAD design
• Design

Application boundary

Creating a specialist profile records your experience and preferences. Starting role intake is a separate action that attaches this role to your candidate record.

Specialist intake

The intake preserves your chosen role, the visible terms, and source attribution for reviewer context.

• 01 Confirm profile and eligibility details.
• 02 Attach this role deliberately.
• 03 Receive a human review decision or follow-up.
  Placement timing depends on program demand and reviewer confirmation.