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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

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

  • Gather cyber intelligence to identify vulnerabilities.

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

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

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

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

  • Design security solutions to address known device vulnerabilities.

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

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

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

  • Update corporate policies to improve cyber security.

  • Discuss security solutions with information technology teams or management.

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

  • Develop presentations on threat intelligence.

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

  • Develop infiltration tests that exploit device vulnerabilities.

  • Document penetration test findings.

  • Keep up with new penetration testing tools and methods.

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

  • Identify security system weaknesses, using penetration tests.

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

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

Technologies & Software

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