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Automation Risk Analysis

Will “Security Consultant” be Automated?

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AI Exposure Risk

44%

“Security Consultant” 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 Consultant” 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

  • Design security solutions to address known device vulnerabilities.

  • 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.

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

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

  • Develop presentations on threat intelligence.

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

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

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

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

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

  • Update corporate policies to improve cyber security.

  • 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.

  • Keep up with new penetration testing tools and methods.

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

  • Document penetration test findings.

  • Gather cyber intelligence to identify vulnerabilities.

  • Identify security system weaknesses, using penetration tests.

  • Discuss security solutions with information technology teams or management.

  • Develop infiltration tests that exploit device vulnerabilities.

Technologies & Software

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