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Automation Risk Analysis

Will “Penetration Testing Consultant” be Automated?

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AI Exposure Risk

44%

“Penetration Testing 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%

“Penetration Testing 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

  • Discuss security solutions with information technology teams or management.

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

  • Update corporate policies to improve cyber security.

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

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

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

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

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

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

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

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

  • Gather cyber intelligence to identify vulnerabilities.

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

  • Identify security system weaknesses, using penetration tests.

  • Develop presentations on threat intelligence.

  • Design security solutions to address known device vulnerabilities.

  • Keep up with new penetration testing tools and methods.

  • Document penetration test findings.

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

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

Technologies & Software

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