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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

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

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

  • Document penetration test findings.

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

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

  • Design security solutions to address known device vulnerabilities.

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

  • Develop presentations on threat intelligence.

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

  • Update corporate policies to improve cyber security.

  • Identify security system weaknesses, using penetration tests.

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

  • Discuss security solutions with information technology teams or management.

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

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

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

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

  • Keep up with new penetration testing tools and methods.

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

  • Gather cyber intelligence to identify vulnerabilities.

Technologies & Software

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