Replace Keyword Matching With Work Sample Evidence
Use content-valid work evidence and reasonable cutoffs instead of AI keyword matching for screening decisions.
What changed when the team moved from resume keyword sorting to work-sample evidence? Recruiter facing a large monitor with a cloud of abstract colored blocks and candidate folders, several resumes stacked beside the keyboard, cool gray office with white desk and teal lamp, room for overlay, realistic professional scene, no text, words, letters, numerals, logos. Before scene: a recruiter relies on AI keyword matching across resumes, which can reward exact platform names instead of job-relevant troubleshooting skill. Before: exact-match keywords are acting like a shortcut for ability. https://oylytksvdaqzqcpcfhxp.supabase.co/storage/v1/object/public/omie-images/nugget-scenes/d121ff1f-f3af-40fd-814a-31c11a19af32-12.png Two reviewers at a clean table comparing anonymized work-sample responses with a…
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