aisecurity.llc
The Unicorn Index
The market prices one role while frequently describing team-level capability breadth.
Team-shaped requirements
What this finding measures
The market prices one role while frequently describing team-level capability breadth.
Requirement compression
Compensation pressure
Chart targets
- chart_unicorn_index_by_seniority
- chart_company_size_industry_heatmap
- chart_survey_hardest_skills
- chart_survey_interview_fail_reason
- chart_survey_maturity_by_org_size
Active filters: period=all, industry=all, seniority=all
Evidence charts
Current chart outputs for this finding
Finding Evidence
Role Breadth Pressure by Role Family
Which security role families bear the highest Frankenstein role score (multi-domain compression).
Spec title: Unicorn Index by Seniority
Chart ID: chart_unicorn_index_by_seniority
Source: v_seniority_score_benchmarks
Caption: This chart compares requirement breadth across seniority bands.
Chart caveat: Higher values suggest broader role requirements, not better or worse roles.
Deck note: Use this chart for compensation and title calibration.
Market Segmentation
Industry Hiring Volume by Period
AI security and security engineering job volume by industry across 2024–2026.
Chart ID: chart_company_size_industry_heatmap
Source: export.v_chart_company_type_score_bars
Hardest AI Security Skills to Hire (Hiring Managers)
No rows matched current filters or export rows are not populated yet.
Why AI Security Candidates Fail Interviews (Hiring Managers)
No rows matched current filters or export rows are not populated yet.
Program Maturity by Organization Size
No rows matched current filters or export rows are not populated yet.
Recommended actions
What leaders should do next
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