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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

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

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

  • Document penetration test findings.

  • Develop presentations on threat intelligence.

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

  • Design security solutions to address known device vulnerabilities.

  • Update corporate policies to improve cyber security.

  • Identify security system weaknesses, using penetration tests.

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

  • 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.

  • Gather cyber intelligence to identify vulnerabilities.

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

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

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

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

  • Discuss security solutions with information technology teams or management.

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

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

  • Keep up with new penetration testing tools and methods.

Technologies & Software

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