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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

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

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

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

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

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

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

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

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

  • Develop presentations on threat intelligence.

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

  • Identify security system weaknesses, using penetration tests.

  • Design security solutions to address known device vulnerabilities.

  • Discuss security solutions with information technology teams or management.

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

  • Update corporate policies to improve cyber security.

  • Gather cyber intelligence to identify vulnerabilities.

  • Keep up with new penetration testing tools and methods.

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

  • Document penetration test findings.

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

Technologies & Software

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