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Automation Risk Analysis

Will “Vulnerability Management Engineer” be Automated?

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AI Exposure Risk

44%

“Vulnerability Management Engineer” 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 Engineer” 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

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

  • Discuss security solutions with information technology teams or management.

  • Document penetration test findings.

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

  • 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.

  • Design security solutions to address known device vulnerabilities.

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

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

  • Gather cyber intelligence to identify vulnerabilities.

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

  • Identify security system weaknesses, using penetration tests.

  • Develop presentations on threat intelligence.

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

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

  • Update corporate policies to improve cyber security.

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

Technologies & Software

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