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Automation Risk Analysis

Will “Vulnerability Analyst” be Automated?

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AI Exposure Risk

44%

“Vulnerability Analyst” 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 Analyst” 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.

  • Design security solutions to address known device vulnerabilities.

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

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

  • Develop presentations on threat intelligence.

  • Update corporate policies to improve cyber security.

  • 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.

  • Gather cyber intelligence to identify vulnerabilities.

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

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

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

  • Document penetration test findings.

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

  • Identify security system weaknesses, using penetration tests.

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

  • Keep up with new penetration testing tools and methods.

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

  • 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.

Technologies & Software

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