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Automation Risk Analysis

Will “Tester” be Automated?

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AI Exposure Risk

44%

“Tester” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 44% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

1%

“Tester” will not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 1% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Penetration Testers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Evaluate network system security by conducting simulated internal and external cyberattacks using adversary tools and techniques. Attempt to breach and exploit critical systems and gain access to sensitive information to assess system security.

Job Title & Hierarchy Code (SOC) Penetration Testers #15-1299.04
ℹ️

Data is based on the reference occupation: “Penetration Testers”

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Core Skills & Abilities

  • Gather cyber intelligence to identify vulnerabilities.

  • Maintain up-to-date knowledge of hacking trends.

  • Discuss security solutions with information technology teams or management.

  • Develop and execute tests that simulate the techniques of known cyber threat actors.

  • Develop security penetration testing processes, such as wireless, data networks, and telecommunication security tests.

  • Collect stakeholder data to evaluate risk and to develop mitigation strategies.

  • Identify security system weaknesses, using penetration tests.

  • Investigate security incidents, using computer forensics, network forensics, root cause analysis, or malware analysis.

  • Conduct network and security system audits, using established criteria.

  • Prepare and submit reports describing the results of security fixes.

  • Develop infiltration tests that exploit device vulnerabilities.

  • Configure information systems to incorporate principles of least functionality and least access.

  • Write audit reports to communicate technical and procedural findings and recommend solutions.

  • Identify new threat tactics, techniques, or procedures used by cyber threat actors.

  • Design security solutions to address known device vulnerabilities.

  • Evaluate vulnerability assessments of local computing environments, networks, infrastructures, or enclave boundaries.

  • Keep up with new penetration testing tools and methods.

  • Document penetration test findings.

  • Update corporate policies to improve cyber security.

  • Assess the physical security of servers, systems, or network devices to identify vulnerability to temperature, vandalism, or natural disasters.

  • Test the security of systems by attempting to gain access to networks, Web-based applications, or computers.

  • Develop presentations on threat intelligence.

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  • v0 by Vercel
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  • Magellan Firmware
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  • Management information systems MIS
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  • Ruby
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  • RESTful API
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  • Objective C
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  • Metasploit
  • Cursor AI
  • Invicti Acunetix
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  • Claude (Anthropic)
  • Bash
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  • C
  • Security assertion markup language SAML
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  • Firewall software
  • C++
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  • UNIX
  • Mistral AI (chat/models)
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  • PHP
  • Docker
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  • Microsoft SQL Server
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  • Ghidra
  • Codeium
  • Portswigger BurP Suite
  • System testing software
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  • Database management systems
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