C ClaySearch
Candidate Assessment

AI Career Readiness Snapshot

Score your AI workflow fluency, shipping ability, business judgment, and leadership leverage. Then use the result to sharpen your role positioning.

1. I use AI weekly in real work, not just experiments.

2. I can increase speed without materially lowering quality.

3. I can turn ambiguous problems into repeatable AI-assisted workflows.

4. I know how to verify outputs and catch weak reasoning or hallucination.

5. I can connect AI work to product or business outcomes.

6. I can operate across engineering, product, and stakeholder ambiguity.

7. I can teach others better AI-assisted ways of working.

8. I know when AI should not be trusted or used without tighter review.

9. I can quantify or explain the leverage my AI workflows create.

10. I want roles where AI is central to execution, not incidental.

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