StatisticPublic Ready
27,260
Companies represented
Companies Analyzed
Companies represented in the canonical State 2026 hiring corpus.
July 20, 2026Open
Start with the pressure: sales, launch, abuse, agents, data, or guardrails
Finding
AI security hiring often compresses responsibilities historically distributed across several security disciplines into one requisition.
Finding
The market is attempting to solve an AI security operating-model problem with a job requisition.
Job descriptions reveal stated demand and organizational intent, not the complete work performed after hiring.
Connected intelligence
27,260
Companies represented
Companies represented in the canonical State 2026 hiring corpus.
754,507
Job descriptions analyzed
Canonical State 2026 hiring corpus.
AI security roles should be derived from system exposure, required functions, ownership, team structure, tooling, and evidence obligations.
What companies really mean by AI Security Engineer and why the operating model is lagging the technology.