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Automation Risk Analysis

Will “Security Tester” be Automated?

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AI Exposure Risk

44%

“Security Tester” 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%

“Security Tester” 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

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

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

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

  • Identify security system weaknesses, using penetration tests.

  • Develop presentations on threat intelligence.

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

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

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

  • Keep up with new penetration testing tools and methods.

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

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

  • Discuss security solutions with information technology teams or management.

  • Design security solutions to address known device vulnerabilities.

  • Document penetration test findings.

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

  • Gather cyber intelligence to identify vulnerabilities.

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

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

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

  • Update corporate policies to improve cyber security.

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

  • Develop infiltration tests that exploit device vulnerabilities.

Technologies & Software

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