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Automation Risk Analysis

Will “Security Architect” be Automated?

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AI Exposure Risk

44%

“Security Architect” 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 Architect” 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.

  • Identify security system weaknesses, using penetration tests.

  • Update corporate policies to improve cyber security.

  • Develop presentations on threat intelligence.

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

  • Document penetration test findings.

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

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

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

  • Design security solutions to address known device vulnerabilities.

  • Gather cyber intelligence to identify vulnerabilities.

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

  • 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.

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

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

  • Discuss security solutions with information technology teams or management.

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

Technologies & Software

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