Start With Job Analysis, Not a Clever Prompt
Use job-analysis inputs to brief AI before writing a job description or screening criteria.
AI recruiting starts with the work, not with the wording. When teams skip job analysis, AI drafts a smooth version of their assumptions. That is dangerous in hiring because polished language can hide weak logic. The Uniform Guidelines treat job analysis as the foundation for job-related selection criteria. That is not paperwork. It is the control that keeps a JD, screen, and interview tied to actual work rather than to habit, status, or manager preference. What job analysis gives AI First, it defines the real outcomes of the role. A recruiter can tell the model, "This hire must improve handoff…
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