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Automation Risk Analysis

Will “Security Automation Tester” be Automated?

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AI Exposure Risk

44%

“Security Automation 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 Automation 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

  • Document penetration test findings.

  • Gather cyber intelligence to identify vulnerabilities.

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

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

  • Design security solutions to address known device vulnerabilities.

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

  • 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.

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

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

  • Develop presentations on threat intelligence.

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

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

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

  • Identify security system weaknesses, using penetration tests.

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

  • Discuss security solutions with information technology teams or management.

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

  • Update corporate policies to improve cyber security.

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

Technologies & Software

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