CAD Data Generation & Validation Specialist (FreeCAD)

AI Trainer Jobs; United States; Remote; USD 34,000 - 55,000; Full time

Job summary

AuraOne is seeking a CAD Data Generation & Validation Specialist (FreeCAD) for a remote, contractor role evaluating AI outputs across cad design workflows. Reviewers assess craft, constraints, and tooling adherence, flag production-readiness issues, and document corrected approaches for training the modeling team.

As a specialist contractor, you will work asynchronously, provide reusable references, and help ensure outputs would ship to production. Hourly rate is confirmed after interview.

Qualifications

• Portfolio or production experience in cad design or an adjacent creative discipline for CAD Data Generation & Validation Specialist (FreeCAD) 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.

Responsibilities

• Review AI outputs against current cad design craft and tooling standards for CAD Data Generation & Validation Specialist (FreeCAD) 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.

Skills

Creative review

Production-grade craft

Tooling fluency

Asset evaluation

CAD design

Design

Tools

FreeCAD

Job description

CAD Data Generation & Validation Specialist (FreeCAD) 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

CAD Data Generation & Validation Specialist (FreeCAD) is a remote review track for evaluating AI outputs across cad design workflows.

About the role

CAD Data Generation & Validation Specialist (FreeCAD) 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 CAD Data Generation & Validation Specialist (FreeCAD) 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.

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 CAD Data Generation & Validation Specialist (FreeCAD) 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.