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aisecurity.llc

Entry-Level Extinction

AI Security Engineering is being invented at the top of the org chart. The market is hiring senior-only into an unproven discipline, with almost no junior pathways.

Talent supply crisis

What this finding measures

Internal / Teaser Only

AI Security Engineering is being invented at the top of the org chart. The market is hiring senior-only into an unproven discipline, with almost no junior pathways.

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

Pipeline risk

Future capacity threat

Chart targets

  • chart_entry_level_extinction
  • chart_seniority_distribution_ai_vs_traditional
  • chart_survey_top_risks
  • chart_survey_adjacent_confidence
  • chart_survey_adjacent_barrier
  • chart_survey_adjacent_training_needs

Active filters: period=all, industry=all, seniority=all

Clear

Evidence charts

Current chart outputs for this finding

Talent Pipeline

AI Security Role Family Growth by Period

How each security role family expanded from 2022 to 2026, showing where AI security specialization emerged.

report_query.v_seniority_score_deep_dive
Source: report_query.v_seniority_score_deep_dive
Based on analyzed job-description signals, not proof of any individual company's internal security maturity.

Chart ID: chart_entry_level_extinction

Source: report_query.v_seniority_score_deep_dive

Talent Pipeline

AI Security vs Traditional Security vs SWE — Job Volume by Period

Relative growth of AI security, traditional security, and software engineering hiring from 2022 to 2026.

report_query.v_seniority_score_deep_dive
Source: report_query.v_seniority_score_deep_dive
Based on analyzed job-description signals, not proof of any individual company's internal security maturity.

Chart ID: chart_seniority_distribution_ai_vs_traditional

Source: report_query.v_seniority_score_deep_dive

Survey Research

Top AI Security Risks — Cross-Persona

Ranked by selection frequency across all four survey personas (select up to 5). n=386 respondents.

survey_aggregate.cross_persona.top_risks
Source: survey_aggregate.cross_persona.top_risks
Self-reported by survey respondents. Directional signal, not independent audit evidence.

Chart ID: chart_survey_top_risks

Source: survey_aggregate.cross_persona.top_risks

Caption: Cross-persona risk ranking: % of respondents citing as a top-5 concern.

Chart caveat: Self-reported by survey respondents. Directional signal, not independent audit evidence.

Deck note: Use this slide to anchor the risk taxonomy to practitioner experience, not just compliance frameworks.

Adjacent Engineer Confidence by AI Security Task

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What Stops Adjacent Engineers Entering AI Security?

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Training Adjacent Engineers Want for AI Security

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Recommended actions

What leaders should do next

Create explicit junior-to-mid transition pathways.
Define apprentice-supportable scopes now.
Pair senior hires with skills transfer mandates.

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

Evidence library →