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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

  • Identify security system weaknesses, using penetration tests.

  • Develop presentations on threat intelligence.

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

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

  • Gather cyber intelligence to identify vulnerabilities.

  • Discuss security solutions with information technology teams or management.

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

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

  • Design security solutions to address known device vulnerabilities.

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

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

  • Update corporate policies to improve cyber security.

  • Document penetration test findings.

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

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

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

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

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

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

  • Keep up with new penetration testing tools and methods.

  • Develop infiltration tests that exploit device vulnerabilities.

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

Technologies & Software

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  • Linux
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  • Vector 35 Binary Ninja
  • Docker
  • Microsoft Azure DevOps Services
  • JavaScript
  • GitHub
  • Microsoft Azure software
  • Lovable.dev
  • Bash
  • v0 by Vercel
  • Go
  • C++
  • IBM Middleware
  • Microsoft PowerShell
  • Kali Linux
  • C
  • Shell script
  • Perl
  • IBM QRadar SIEM
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  • HP WebInspect
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  • System testing software
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  • Rust programming language
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  • Claude (Anthropic)
  • ServiceNow
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  • Codeium
  • Magellan Firmware
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  • RESTful API
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  • C#
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  • Rapid7 Nexpose
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  • Splunk Enterprise
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  • UNIX
  • Qualys Cloud Platform
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  • Structured query language SQL
  • Microsoft SQL Server
  • Microsoft Visual Basic Scripting Edition VBScript
  • Database management systems
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  • Gemini Code Assist
  • GitHub Copilot