Description review

CAD Expert

micro1 · Remote · back to the listing

HR standards

78/100

solid

Title ↔ description

61/100

needs work

Reads as

Unclear

no confident match

What the listing never says

  • No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency

The listing, marked up

Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.

CAD Expert

Role Type: Contractor

Location: Fully Remote-Open Worldwide

Schedule: 15-20 hrs/week. Fully flexible (Can accomodate after hours + weekends if needed)

In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required, your CAD domain knowledge is what matters.

Scope of Work

• Provide expert feedback on manufacturing processes and techniques, drawing on hands-on CAD experience (CAM and CNC workflows especially welcome).

• Review, assess, and refine AI-generated content and recommendations relevant to manufacturing workflows.

• Develop and validate detailed rubrics for evaluating manufacturing process accuracy and efficiency.

Required Qualifications

• Hands-on experience with any CAD platform (e.g. Fusion 360, AutoCAD, SolidWorks, Onshape, Inventor, CATIA, Creo).

• Strong written and verbal communication skills with an emphasis on clarity and detail.

Preferred Qualifications

• Experience with Autodesk tools, particularly Fusion 360 or AutoCAD.

• Background in CAM, CNC machining, or digital manufacturing workflows.

• Python proficiency — a significant plus for this role.

• Familiarity with AI tools (LLMs, generative design, AI-assisted workflows) and comfort evaluating AI output.

• Experience developing or applying process evaluation rubrics.

Process:

• Apply to the role, filling out the screening questions

• Complete AI interview (aprox. 30 minutes)

• Hiring Manager review

Compensation Structure

Compensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week.

Start Timeline & Availability

We typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

Originally posted on Himalayas

How this was produced

Highlights are found by rule, not by a model: each one is a phrase matched at a known position, and every note is a template we wrote. The two scores come from a typed-decision model (Jev) that reads the listing against the official role definition and real listings for the same role, and returns probabilities rather than prose — it never writes any of the words on this page, and never chooses what to highlight.

Deterministic penalty applied to the HR score: 4 points (from 82 before penalties). Reviewed 21 Sep 2026.