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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

  • Gather cyber intelligence to identify vulnerabilities.

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

  • Discuss security solutions with information technology teams or management.

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

  • Identify security system weaknesses, using penetration tests.

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

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

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

  • 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.

  • Develop presentations on threat intelligence.

  • Document penetration test findings.

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

  • Keep up with new penetration testing tools and methods.

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

  • 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.

  • Design security solutions to address known device vulnerabilities.

Technologies & Software

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