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Automation Squad

Role

AI for Penetration Testers

Robert MacKelfresh

By Robert MacKelfresh

Founder, Automation Squad

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.

Penetration Testers · O*NET 15-1299.04 · Job Zone 4 · sourced from the U.S. Department of Labor occupation database

Automation coverage

19 of 40tools on this list have an AI solution available today

Counted by matching the tools this occupation is documented as using against a corpus of 226,452 AI products, MCP servers, skills and connectors. Where a tool has no match, we say so rather than inventing one.

AI you can use for this job

70 matched to the tools penetration testers use. Showing 24.

  • GitHub

    MCP server

    GitHub is the perfect place to share code and work collaboratively on private and open source software.

    GitHub

  • Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with GitHub MCP or direct API to manage repositories, review pull requests, track issues, and automate code workflows through natural language.

    Make (make.com)

  • Azure DevOps

    MCP server

    Azure DevOps is where teams manage, develop, and deliver software in the cloud. Azure DevOps provides free, private Git project hosting for up to 5 users, project and test management tools, build and CI, and team collaboration. Connect using the development tools of your choice,

    Azure DevOps

  • Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with ServiceNow MCP or direct API to create incidents, update tickets, fetch reports, and automate workflow actions through natural language.

    Make (make.com)

  • Make (make.com)

  • Google Cloud

    MCP server
  • lobehub

  • Microsoft Excel

    MCP server

    Microsoft's Excel is a spreadsheet application used by millions of users across the world. It is part of the Office ecosystem and is considered the industry standard for spreadsheets. Only files on OneDrive for Business (available with Office 365 and Sharepoint server) are su

    Microsoft Excel

  • ServiceNow

    MCP server

    ServiceNow specializes in IT services management (ITSM), IT operations management (ITOM) and IT business management (ITBM).

    ServiceNow

  • Android

    Skill
  • Make (make.com)

  • Ansible

    Skill
  • Ansible

    MCP server
  • Make (make.com)

  • Bash

    App
  • Bash

    MCP server

    Bash is an actionable, AI-powered feed for your product and marketing work.

    Bash

  • Docker Cloud allows IT Ops team to deploy & manage Dockerized applications, from single container apps to distributed microservices stacks to any infrastructure

  • Docker

    MCP server
  • Excel

    MCP server
  • Excel

    Skill

The tools this job actually uses

67 documented for this occupation. Showing 40, hot technologies first. A filled dot means an AI solution exists for it.

  • Amazon Web Services AWS softwarehot
  • Ansible softwarehot
  • Apple iOShot
  • Apple macOShot
  • Bashhot
  • Chot
  • Chot
  • Chot
  • Dockerhot
  • GitHubhot
  • Gohot
  • Google Androidhot
  • IBM Terraformhot
  • JavaScripthot
  • Kuberneteshot
  • Linuxhot
  • Microsoft Active Directoryhot
  • Microsoft Active Server Pages ASPhot
  • Microsoft Azure softwarehot
  • Microsoft Excelhot
  • Microsoft Office softwarehot
  • Microsoft PowerShellhot
  • Microsoft SQL Serverhot
  • Oracle Javahot
  • Oracle Java 2 Platform Enterprise Edition J2EEhot
  • Perlhot
  • PHPhot
  • Pythonhot
  • Rubyhot
  • ServiceNowhot
  • Shell scripthot
  • Splunk Enterprisehot
  • Structured query language SQLhot
  • UNIXhot
  • Database management systems
  • Firewall software
  • Ghidra
  • Google Cloud software
  • Hex-Rays IDA Pro
  • HP WebInspect

What this job involves

22 documented tasks, most important first. Showing 22.

  1. Assess the physical security of servers, systems, or network devices to identify vulnerability to temperature, vandalism, or natural disasters.
  2. Collect stakeholder data to evaluate risk and to develop mitigation strategies.
  3. Conduct network and security system audits, using established criteria.
  4. Configure information systems to incorporate principles of least functionality and least access.
  5. Design security solutions to address known device vulnerabilities.
  6. Develop and execute tests that simulate the techniques of known cyber threat actors.
  7. Develop infiltration tests that exploit device vulnerabilities.
  8. Develop presentations on threat intelligence.
  9. Develop security penetration testing processes, such as wireless, data networks, and telecommunication security tests.
  10. Discuss security solutions with information technology teams or management.
  11. Document penetration test findings.
  12. Evaluate vulnerability assessments of local computing environments, networks, infrastructures, or enclave boundaries.
  13. Gather cyber intelligence to identify vulnerabilities.
  14. Identify new threat tactics, techniques, or procedures used by cyber threat actors.
  15. Identify security system weaknesses, using penetration tests.
  16. Investigate security incidents, using computer forensics, network forensics, root cause analysis, or malware analysis.
  17. Keep up with new penetration testing tools and methods.
  18. Maintain up-to-date knowledge of hacking trends.
  19. Prepare and submit reports describing the results of security fixes.
  20. Test the security of systems by attempting to gain access to networks, Web-based applications, or computers.
  21. Update corporate policies to improve cyber security.
  22. Write audit reports to communicate technical and procedural findings and recommend solutions.