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Automation Risk Analysis

Will “Cybersecurity Engineer (Cyber Engineer)” be Automated?

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AI Exposure Risk

44%

“Cybersecurity Engineer (Cyber Engineer)” 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%

“Cybersecurity Engineer (Cyber Engineer)” 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

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

  • Keep up with new penetration testing tools and methods.

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

  • 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.

  • 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.

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

  • Discuss security solutions with information technology teams or management.

  • Design security solutions to address known device vulnerabilities.

  • Document penetration test findings.

  • Gather cyber intelligence to identify vulnerabilities.

  • Develop presentations on threat intelligence.

  • Identify security system weaknesses, using penetration tests.

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

  • 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.

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

  • Update corporate policies to improve cyber security.

Technologies & Software

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