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Automation Risk Analysis

Will “Penetration Tester” be Automated?

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AI Exposure Risk

44%

“Penetration 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%

“Penetration 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

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

  • Design security solutions to address known device vulnerabilities.

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

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

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

  • Identify security system weaknesses, using penetration tests.

  • Keep up with new penetration testing tools and methods.

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

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

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

  • Discuss security solutions with information technology teams or management.

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

  • Update corporate policies to improve cyber security.

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

  • Gather cyber intelligence to identify vulnerabilities.

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

  • Document penetration test findings.

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

  • Develop presentations on threat intelligence.

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

Technologies & Software

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