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Automation Risk Analysis

Will “Vulnerability Assessment Analyst” be Automated?

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AI Exposure Risk

44%

“Vulnerability Assessment 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 Assessment 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

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

  • Document penetration test findings.

  • 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.

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

  • Identify security system weaknesses, using penetration tests.

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

  • Design security solutions to address known device vulnerabilities.

  • Develop infiltration tests that exploit device vulnerabilities.

  • Update corporate policies to improve cyber security.

  • 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.

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

  • Discuss security solutions with information technology teams or management.

  • Keep up with new penetration testing tools and methods.

  • 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.

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

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

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

  • Gather cyber intelligence to identify vulnerabilities.

Technologies & Software

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