CAD Engineer — AI Model Training & Evaluation | Remote

Headquarters:
URL: https://www.toptal.com/

About the Role

We're looking for CAD Engineers to support the training and evaluation of AI models through task-based work. This isn't traditional CAD production work — you'll apply deep CAD domain expertise to create realistic assignments, define clear requirements and expected outputs, and rigorously review completed work for accuracy. If you can think like both an engineer and an evaluator, this role is built for that.

What You'll Do

• Analyze CAD domains to identify realistic, representative task scenarios

• Create well-defined assignments with clear requirements and expected outputs

• Review completed work for technical accuracy and adherence to CAD best practices

• Source and validate CAD files to ensure quality and relevance for AI training use cases

• Provide clear, structured feedback to support AI model evaluation

• Complete a short paid test task, which determines eligibility for larger batches of ongoing work

What You Bring

• Strong hands-on CAD engineering experience across relevant domains and tools

• Ability to design realistic, well-scoped technical assignments from scratch

• Strong attention to detail for reviewing and validating technical work

• Comfort working in a task-based, output-driven engagement structure

• Ability to source and assess CAD files for quality and appropriateness

Nice to Have

• Prior experience contributing to AI training, evaluation, or data annotation projects

• Familiarity with multiple CAD platforms or specialized CAD domains

Why This Role

• Flexible, task-based structure: Work in discrete assignments rather than a fixed long-term commitment

• High-leverage impact: Your CAD expertise directly shapes how AI models learn and are evaluated

• Low-commitment entry point: Start with a short paid test task before scaling into larger batches of work

• Domain expertise valued: Real engineering judgment matters here, not just task completion

Apply directly on RemoteJobs.org: https://remotejobs.org/remote-jobs/cad-engineer-ai-model-training-amp-evaluation-remote-toptal