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Scope a Review

aisecurity.llc

The Unicorn Index

The market prices one role while frequently describing team-level capability breadth.

Team-shaped requirements

What this finding measures

Internal / Teaser Only

The market prices one role while frequently describing team-level capability breadth.

Based on analyzed job-description signals, not proof of any individual company’s internal security maturity.

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

Clear

Evidence charts

Current chart outputs for this finding

Finding Evidence

Unicorn Index by Seniority

Requirement breadth and team-shaped role pressure by seniority band.

v_seniority_score_benchmarks
Source: v_seniority_score_benchmarks
Higher values suggest broader role requirements, not better or worse roles.

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.

chart_company_size_industry_heatmap

Chart contract is missing from the public chart catalog.

chart_survey_hardest_skills

Chart contract is missing from the public chart catalog.

chart_survey_interview_fail_reason

Chart contract is missing from the public chart catalog.

chart_survey_maturity_by_org_size

Chart contract is missing from the public chart catalog.

Recommended actions

What leaders should do next

Scope roles to real ownership boundaries.
Phase hiring plans instead of expecting one universal hire.
Align compensation to explicit breadth assumptions.

Browse the full citation library for supporting research and source quotes.

Evidence library →