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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

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

  • Discuss security solutions with information technology teams or management.

  • Develop presentations on threat intelligence.

  • 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.

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

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

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

  • Identify security system weaknesses, using penetration tests.

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

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

  • Gather cyber intelligence to identify vulnerabilities.

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

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

  • 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.

  • Keep up with new penetration testing tools and methods.

  • Design security solutions to address known device vulnerabilities.

Technologies & Software

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