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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

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

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

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

  • Update corporate policies to improve cyber security.

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

  • Gather cyber intelligence to identify vulnerabilities.

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

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

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

  • Develop presentations on threat intelligence.

  • Discuss security solutions with information technology teams or management.

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

  • Document penetration test findings.

  • 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.

  • Keep up with new penetration testing tools and methods.

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

  • Identify security system weaknesses, using penetration tests.

  • Design security solutions to address known device vulnerabilities.

Technologies & Software

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