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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

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

  • Keep up with new penetration testing tools and methods.

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

  • Discuss security solutions with information technology teams or management.

  • Update corporate policies to improve cyber security.

  • Document penetration test findings.

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

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

  • Develop presentations on threat intelligence.

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

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

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

  • Identify security system weaknesses, using penetration tests.

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

  • Gather cyber intelligence to identify vulnerabilities.

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

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

  • Design security solutions to address known device vulnerabilities.

Technologies & Software

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