Where a generic CV loses cybersecurity meaning
“Improved security” says little without the threat model, protected asset, control boundary, detection path, or response decision behind it. Cybersecurity roles also separate governance, offensive testing, defensive operations, cloud security, product security, and risk ownership in ways a generic technology profile can flatten.
What the dedicated schema must capture
The schema is being designed to distinguish security role families, threat and control domains, regulatory obligations, incident responsibility, and measurable risk reduction. It must connect technical work to the protected system and business consequence without treating every security signal as interchangeable.
What it must never infer
The schema must not invent an incident, vulnerability, certification, clearance, control ownership, or reduction in risk. Unsupported claims remain explicit evidence gaps or questions for the candidate.