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Automation Risk Analysis

Will “Certified Tester” be Automated?

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AI Exposure Risk

44%

“Certified 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%

“Certified 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.

  • Discuss security solutions with information technology teams or management.

  • Document penetration test findings.

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

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

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

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

  • Keep up with new penetration testing tools and methods.

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

  • Develop presentations on threat intelligence.

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

  • Design security solutions to address known device vulnerabilities.

  • Update corporate policies to improve cyber security.

  • Gather cyber intelligence to identify vulnerabilities.

  • Identify security system weaknesses, using penetration tests.

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

Technologies & Software

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