How role memory and recruiter feedback should be interpreted
Role memory is useful when it preserves durable decisions and context for the specific search. It should not silently turn every interaction into a hidden global preference or change the role without an inspectable reason.
Last reviewed: 2026-09-06
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Keep memory scoped to the role
Feedback about one RHEL Administrator search should not automatically redefine what the recruiter wants for unrelated healthcare, executive, or data roles.
Prefer reasoned feedback over raw clicks
A shortlist, rejection, promotion, demotion, or compare action is more useful when the recruiter can attach the reason—such as too managerial, wrong environment, insufficient hands-on depth, or location mismatch.
Preserve the original brief
Later calibration can refine the search plan, but the system should retain what changed and why instead of rewriting history.
Do not equate memory with autonomous hiring
Role memory can improve sourcing and review context; consequential hiring decisions remain human decisions.