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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

  • 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.

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

  • Update corporate policies to improve cyber security.

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

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

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

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

  • Document penetration test findings.

  • Gather cyber intelligence to identify vulnerabilities.

  • Develop presentations on threat intelligence.

  • Discuss security solutions with information technology teams or management.

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

  • Keep up with new penetration testing tools and methods.

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

  • Identify security system weaknesses, using penetration tests.

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

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

Technologies & Software

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