Review candidate profile-to-role comparisons
People & hiring · Example outcome
The handoff
A review-ready candidate profile-to-role comparisons brief with source checks, privacy safeguards, and human approval status.
Keep in mind
Profiles can be incomplete or collected without permission, and keyword gaps are not measures of ability. Use candidate-authorized materials, avoid protected-trait inference, verify every comparison, protect retention and access, and prohibit automated screening or hiring decisions. Keep external delivery, public posting, record changes, deletion, purchases, and access changes paused until an authorized person approves the exact action and destination.
