A human review checklist for AI-generated job descriptions

For staffing and recruiting firms, an AI-generated job description needs more than a proofreading pass. Reviewers must check whether the draft accurately reflects the client’s requirements—and whether those requirements belong in the role at all. The CIPD’s guide to inclusive recruitment recommends keeping requirements necessary, specific, and expressed through observable behaviors rather than broad personality…