Computational CAD Engineer (OpenSCAD)

AI Trainer Jobs; United States; Remote; USD 34,000 - 62,000; Full time

Job summary

AI Trainer Jobs is seeking a Computational CAD Engineer (OpenSCAD) to remotely review AI outputs across CAD design workflows. Reviewers evaluate craft, constraints, and tooling adherence, flag production-readiness issues, and document corrected approaches so the modeling team can train on them.

The role emphasizes CAD design craftsmanship and tooling fluency, with remote work eligibility in the US and an hourly contractor pay arrangement to be confirmed after the interview process.

Qualifications

• Portfolio or production experience in cad design.
• Hands-on familiarity with standard tooling for the discipline.
• Clear written reasoning naming the craft issue and the standard applied.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Review AI outputs against current cad design craft and tooling standards for Computational CAD Engineer (OpenSCAD) 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.

Skills

CAD design

OpenSCAD

Creative review

Tooling familiarity

Tools

OpenSCAD

CAD tooling

Job description

Computational CAD Engineer (OpenSCAD) 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.

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

Computational CAD Engineer (OpenSCAD) is a remote review track for evaluating AI outputs across cad design workflows.

About the role

Computational CAD Engineer (OpenSCAD) 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 Computational CAD Engineer (OpenSCAD) 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.

Role details

Track Design & creative review Work model Remote · Independent specialist contractor Compensation Hourly rate confirmed after the interview process. Eligible from US

What you should bring

• Portfolio or production experience in cad design or an adjacent creative discipline for Computational CAD Engineer (OpenSCAD) 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

• 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