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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

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

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

  • Document penetration test findings.

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

  • Design security solutions to address known device vulnerabilities.

  • Gather cyber intelligence to identify vulnerabilities.

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

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

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

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

  • Develop presentations on threat intelligence.

  • Update corporate policies to improve cyber security.

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

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

  • Keep up with new penetration testing tools and methods.

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

  • Discuss security solutions with information technology teams or management.

  • Identify security system weaknesses, using penetration tests.

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

Technologies & Software

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