Occupation · 2026 assessment

Penetration testing Auditor

The Penetration testing Auditor role combines repeatable operations with decisions that require professional context. The index measures task exposure to AI, software automation and robotics—not the probability that the occupation disappears.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

35%2026
40%2028
46%2030
54%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

TaskRisk
Full-population transaction testing and anomaly detection58%
Mapping requirements to documents and controls55%
Assessing evidence sufficiency and issuing a conclusion26%
Initial classification of events and alerts59%
Log analysis and known-indicator detection56%
Preparing a standard incident report55%
Executing a standard response playbook52%
Investigating a novel attack or violation29%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

  1. 1Full-population transaction testing and anomaly detectionAI 58% · human 63%
  2. 2Mapping requirements to documents and controlsAI 55% · human 60%
  3. 3Assessing evidence sufficiency and issuing a conclusionAI 26% · human 75%
  4. 4Initial classification of events and alertsAI 59% · human 70%
  5. 5Log analysis and known-indicator detectionAI 56% · human 63%
  6. 6Preparing a standard incident reportAI 55% · human 70%
  7. 7Executing a standard response playbookAI 52% · human 70%
  8. 8Investigating a novel attack or violationAI 29% · human 75%

Why technology can change this work

  • continuous automated controls detect deviations before manual review
  • cameras, sensors and SIEM systems classify events automatically
  • AI detects anomalies and prioritizes incidents
  • some monitoring and patrol tasks shift to robots

What protects the occupation

  • independent professional judgement and accountability for conclusions
  • decision accountability under threat
  • a large share of value comes from human judgement, trust or personal accountability
  • unknown scenarios and active adversaries
  • physical intervention or deep investigation

United States · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026$6 350per month
2035$8 600scenario estimate
2026: $6 35020262027: $6 55020272028: $6 80020282029: $7 00020292030: $7 25020302031: $7 50020312032: $7 75020322033: $8 00020332034: $8 30020342035: $8 6002035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Autonomous Systems Security Specialist

Skill fit 87% · risk 13%

Search jobs ↗

Skills you already have

  • control-procedure design
  • evidence handling
  • threat assessment
  • procedural discipline
  • incident response
  • evidence preservation

Skills to build

  • continuous AI auditing
  • automated-control validation
  • AI security
  • digital forensics
  • autonomous-system security
  • deepfake detection
CurrentPenetration testing Auditor · 35%
→
Keepcontrol-procedure design · evidence handling · threat assessment
→
Addcontinuous AI auditing · automated-control validation · AI security

Sources and update

Updated: 2026-09-25 · Assessment confidence: Medium

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.

World Economic Forum · 2025The Future of Jobs Report 2025

A survey of more than 1,000 employers representing over 14 million workers across 55 economies.

O*NET Resource Center · 2026O*NET Database

Occupational, task, skill and work-context structure.