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Automation Risk Analysis

Will “Systems Security Tester” be Automated?

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AI Exposure Risk

44%

“Systems Security 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%

“Systems Security 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

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

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

  • Document penetration test findings.

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

  • Update corporate policies to improve cyber security.

  • Gather cyber intelligence to identify vulnerabilities.

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

  • Identify security system weaknesses, using penetration tests.

  • Keep up with new penetration testing tools and methods.

  • Discuss security solutions with information technology teams or management.

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

  • Design security solutions to address known device vulnerabilities.

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

  • Develop presentations on threat intelligence.

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

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

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

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

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

Technologies & Software

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