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Automation Risk Analysis

Will “Vulnerability Management Analyst” be Automated?

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AI Exposure Risk

44%

“Vulnerability Management 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 Management 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

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

  • Develop presentations on threat intelligence.

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

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

  • Discuss security solutions with information technology teams or management.

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

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

  • Keep up with new penetration testing tools and methods.

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

  • Document penetration test findings.

  • Identify security system weaknesses, using penetration tests.

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

  • Design security solutions to address known device vulnerabilities.

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

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

  • Update corporate policies to improve cyber security.

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

  • Gather cyber intelligence to identify vulnerabilities.

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

Technologies & Software

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