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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

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

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

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

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

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

  • Discuss security solutions with information technology teams or management.

  • Keep up with new penetration testing tools and methods.

  • Gather cyber intelligence to identify vulnerabilities.

  • Identify security system weaknesses, using penetration tests.

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

  • Update corporate policies to improve cyber security.

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

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

  • Document penetration test findings.

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

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

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

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

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

  • Design security solutions to address known device vulnerabilities.

  • Develop presentations on threat intelligence.

  • Develop infiltration tests that exploit device vulnerabilities.

Technologies & Software

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