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Why hiring ‘AI engineers’ won’t work

ID: 22912f06-b2b6-503b-bc1e-68a4341b77bd

STIX ID: report--22912f06-b2b6-503b-bc1e-68a4341b77bd

Feed Name: CIO Security

Date Published: 2026-04-23

Date Updated: 2026-04-23

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This piece advises enterprises on structuring AI engineering hires by thinking across three dimensions—role (technical domain), seniority (experience and judgment), and AI engagement pattern (prototyper, builder, scaler)—and explains how these archetypes map to existing engineering functions to enable precise hiring and assessment.

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