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Automation Risk Analysis

Will “Security Engineer” be Automated?

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AI Exposure Risk

44%

“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%

“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.

  • Document penetration test findings.

  • Gather cyber intelligence to identify vulnerabilities.

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

  • Identify security system weaknesses, using penetration tests.

  • Develop presentations on threat intelligence.

  • Discuss security solutions with information technology teams or management.

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

  • 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.

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

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

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

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

  • Update corporate policies to improve cyber security.

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

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

  • Design security solutions to address known device vulnerabilities.

Technologies & Software

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