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Automation Risk Analysis

Will “Cyber Security Engineer” be Automated?

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AI Exposure Risk

44%

“Cyber Security 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%

“Cyber Security 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

  • Keep up with new penetration testing tools and methods.

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

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

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

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

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

  • Develop presentations on threat intelligence.

  • 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 infiltration tests that exploit device vulnerabilities.

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

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

  • Identify security system weaknesses, using penetration tests.

  • Document penetration test findings.

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

  • Discuss security solutions with information technology teams or management.

  • Design security solutions to address known device vulnerabilities.

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

  • Update corporate policies to improve cyber security.

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

  • Gather cyber intelligence to identify vulnerabilities.

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

Technologies & Software

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