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Automation Risk Analysis

Will “Vulnerability Researcher” be Automated?

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AI Exposure Risk

44%

“Vulnerability Researcher” 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%

“Vulnerability Researcher” 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

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

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

  • 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.

  • Identify security system weaknesses, using penetration tests.

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

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

  • Design security solutions to address known device vulnerabilities.

  • Gather cyber intelligence to identify vulnerabilities.

  • Document penetration test findings.

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

  • Develop presentations on threat intelligence.

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

  • Update corporate policies to improve cyber security.

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

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

  • Discuss security solutions with information technology teams or management.

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

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

  • Keep up with new penetration testing tools and methods.

Technologies & Software

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