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Automation Risk Analysis

Will “Cyber Tester” be Automated?

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AI Exposure Risk

44%

“Cyber 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%

“Cyber 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.

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

  • Document penetration test findings.

  • Develop infiltration tests that exploit device vulnerabilities.

  • Update corporate policies to improve cyber security.

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

  • Design security solutions to address known device vulnerabilities.

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

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

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

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

  • Keep up with new penetration testing tools and methods.

  • Identify security system weaknesses, using penetration tests.

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

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

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

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

  • Discuss security solutions with information technology teams or management.

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

  • Develop presentations on threat intelligence.

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

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

Technologies & Software

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  • Perplexity AI
  • Mistral AI (chat/models)
  • ServiceNow
  • Go
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  • Tenable Nessus
  • Apple iOS
  • JavaScript
  • Amazon CodeWhisperer
  • Vector 35 Binary Ninja
  • Magellan Firmware
  • HP WebInspect
  • Ansible software
  • C#
  • Shell script
  • UNIX
  • Bash
  • Invicti Acunetix
  • Management information systems MIS
  • IBM QRadar SIEM
  • Kubernetes
  • Web server software
  • Rust programming language
  • Bolt.new
  • Microsoft Azure software
  • Database management systems
  • System testing software
  • Oracle Java
  • Microsoft Azure DevOps Services
  • Microsoft Active Server Pages ASP
  • Hex-Rays IDA Pro
  • Rapid7 software
  • Structured query language SQL
  • GitHub
  • C
  • Software libraries
  • Microsoft SQL Server
  • Tabnine
  • Linux
  • Microsoft Office software
  • Metasploit
  • Claude (Anthropic)
  • Operating system software
  • C++
  • Google Android
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Devin (Cognition AI)
  • Microsoft PowerShell
  • Rapid7 Nexpose
  • RESTful API
  • Codeium
  • Python
  • Nmap
  • Splunk Enterprise
  • Ghidra
  • Security assertion markup language SAML
  • Web application software
  • Docker
  • v0 by Vercel
  • Amazon Web Services AWS software
  • Microsoft Visual Basic Scripting Edition VBScript
  • Google Cloud software
  • Perl
  • IBM Middleware
  • Cursor AI
  • GitHub Copilot
  • Software development tools
  • Apple macOS
  • Firewall software