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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

  • Design security solutions to address known device vulnerabilities.

  • Gather cyber intelligence to identify vulnerabilities.

  • Develop presentations on threat intelligence.

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

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

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

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

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

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

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

  • 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.

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

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

  • Identify security system weaknesses, using penetration tests.

  • Discuss security solutions with information technology teams or management.

  • Document penetration test findings.

  • Update corporate policies to improve cyber security.

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

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

Technologies & Software

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