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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

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

  • Document penetration test findings.

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

  • Gather cyber intelligence to identify vulnerabilities.

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

  • Identify security system weaknesses, using penetration tests.

  • 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.

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

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

  • Discuss security solutions with information technology teams or management.

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

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

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

  • Update corporate policies to improve cyber security.

  • Keep up with new penetration testing tools and methods.

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

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

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

  • Develop presentations on threat intelligence.

Technologies & Software

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