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Automation Risk Analysis

Will “Ethical Hacker” be Automated?

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AI Exposure Risk

44%

“Ethical Hacker” 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%

“Ethical Hacker” 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 new threat tactics, techniques, or procedures used by cyber threat actors.

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

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

  • Update corporate policies to improve cyber security.

  • Discuss security solutions with information technology teams or management.

  • Develop presentations on threat intelligence.

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

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

  • Document penetration test findings.

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

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

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

  • Gather cyber intelligence to identify vulnerabilities.

  • 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.

  • Design security solutions to address known device vulnerabilities.

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

  • Identify security system weaknesses, using penetration tests.

Technologies & Software

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