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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

  • Document penetration test findings.

  • Develop infiltration tests that exploit device vulnerabilities.

  • 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.

  • Develop presentations on threat intelligence.

  • Keep up with new penetration testing tools and methods.

  • 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.

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

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

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

  • Identify security system weaknesses, using penetration tests.

  • Design security solutions to address known device vulnerabilities.

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

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

  • Discuss security solutions with information technology teams or management.

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

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

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

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

  • Update corporate policies to improve cyber security.

Technologies & Software

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