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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.

  • Develop presentations on threat intelligence.

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

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

  • Keep up with new penetration testing tools and methods.

  • 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.

  • Discuss security solutions with information technology teams or management.

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

  • Document penetration test findings.

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

  • 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.

  • Update corporate policies to improve cyber security.

  • Design security solutions to address known device vulnerabilities.

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

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

  • Identify security system weaknesses, using penetration tests.

  • Gather cyber intelligence to identify vulnerabilities.

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

Technologies & Software

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