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Why this grade This listing scored 39/100, which is an F. It lost the most ground on pay transparency. See the breakdown
- Description depth 20 / 20 How much the posting actually says about the work, measured in characters of real text.
- Remote clarity 15 / 15 Whether "remote" means anywhere, or is quietly restricted to one country.
- Corroboration 10 / 10 Whether more than one source carries this listing.
- Freshness 4 / 15 How recently it was posted. Older postings are likelier to be filled or abandoned.
- Role specificity 0 / 10 Whether the listing is tagged well enough to tell what the role actually is.
- Pay transparency 0 / 25 A published salary range, worth more than any other single factor because it is what a candidate cannot find out without applying.
-10 Ghost-job penalty — Deducted for signals that this posting may not be a real, currently-open role — staleness, repeated relisting, or talent-pool language.
Every figure above is arithmetic over the posting itself — its salary field, its text, its age, its tags and how many sources carry it. How the grades work →
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
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Analyze CAD domains to identify realistic, representative task scenarios
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Create well-defined assignments with clear requirements and expected outputs
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Review completed work for technical accuracy and adherence to CAD best practices
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Source and validate CAD files to ensure quality and relevance for AI training use cases
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Provide clear, structured feedback to support AI model evaluation
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Complete a short paid test task, which determines eligibility for larger batches of ongoing work
What You Bring
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Strong hands-on CAD engineering experience across relevant domains and tools
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Ability to design realistic, well-scoped technical assignments from scratch
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Strong attention to detail for reviewing and validating technical work
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Comfort working in a task-based, output-driven engagement structure
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Ability to source and assess CAD files for quality and appropriateness
Nice to Have
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Prior experience contributing to AI training, evaluation, or data annotation projects
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Familiarity with multiple CAD platforms or specialized CAD domains
Why This Role
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Flexible, task-based structure: Work in discrete assignments rather than a fixed long-term commitment
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High-leverage impact: Your CAD expertise directly shapes how AI models learn and are evaluated
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Low-commitment entry point: Start with a short paid test task before scaling into larger batches of work
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Domain expertise valued: Real engineering judgment matters here, not just task completion
To apply: https://weworkremotely.com/remote-jobs/toptal-cad-engineer-ai-model-training-evaluation-remote
Apply for this role Opens weworkremotely.com — the link as listed; we have not yet verified it is the employer's own page
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Where this listing came from
- 03 Aug 2026 We Work Remotely first sighting
- 04 Aug 2026 Company careers page employer ATS also listed the same day
Seen on 2 boards over 66 days.