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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

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

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

  • Document penetration test findings.

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

  • Discuss security solutions with information technology teams or management.

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

  • Design security solutions to address known device vulnerabilities.

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

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

  • Develop presentations on threat intelligence.

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

  • Identify security system weaknesses, using penetration tests.

  • Keep up with new penetration testing tools and methods.

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

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

  • Update corporate policies to improve cyber security.

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

  • Gather cyber intelligence to identify vulnerabilities.

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

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

Technologies & Software

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