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Automation Risk Analysis

Will “Cyber Assessor” be Automated?

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AI Exposure Risk

44%

“Cyber Assessor” 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%

“Cyber Assessor” 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

  • Design security solutions to address known device vulnerabilities.

  • Develop presentations on threat intelligence.

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

  • Keep up with new penetration testing tools and methods.

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

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

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

  • Document penetration test findings.

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

  • Discuss security solutions with information technology teams or management.

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

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

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

  • Identify security system weaknesses, using penetration tests.

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

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

  • Gather cyber intelligence to identify vulnerabilities.

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

  • Update corporate policies to improve cyber security.

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

Technologies & Software

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