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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

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

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

  • Design security solutions to address known device vulnerabilities.

  • Update corporate policies to improve cyber security.

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

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

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

  • Gather cyber intelligence to identify vulnerabilities.

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

  • Identify security system weaknesses, using penetration tests.

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

  • Keep up with new penetration testing tools and methods.

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

  • Document penetration test findings.

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

  • 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.

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

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

  • Develop presentations on threat intelligence.

Technologies & Software

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