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Automation Risk Analysis

Will “Cyber Security Tester” be Automated?

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AI Exposure Risk

44%

“Cyber Security 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 Security 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

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

  • Document penetration test findings.

  • Identify security system weaknesses, using penetration tests.

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

  • Keep up with new penetration testing tools and methods.

  • 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.

  • Gather cyber intelligence to identify vulnerabilities.

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

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

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

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

  • Design security solutions to address known device vulnerabilities.

  • Develop presentations on threat intelligence.

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

  • 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.

  • 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.

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

  • Update corporate policies to improve cyber security.

Technologies & Software

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