Job Check
Penetration Testers
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.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Document penetration test findings.AI could speed this up a lot
- 02Identify security system weaknesses, using penetration tests.AI could speed this up a lot
- 03Write audit reports to communicate technical and procedural findings and recommend solutions.AI could speed this up a lot
- 04Gather cyber intelligence to identify vulnerabilities.AI could speed this up a lot
- 05Maintain up-to-date knowledge of hacking trends.AI could speed this up, with extra tools
- 06Keep up with new penetration testing tools and methods.AI could speed this up a lot
- 07Identify new threat tactics, techniques, or procedures used by cyber threat actors.AI could speed this up, with extra tools
- 08Conduct network and security system audits, using established criteria.AI could speed this up a lot
- 09Develop security penetration testing processes, such as wireless, data networks, and telecommunication security tests.AI could speed this up a lot
- 10Test the security of systems by attempting to gain access to networks, Web-based applications, or computers.AI could speed this up a lot
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job loss31%of this job’s work time goes to tasks that people already do with Claude at work, counting tasks where AI only helps as half (2026).Anthropic, 2026
80%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 87% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Your human edge
AI touches every main task of this job in some way. Your edge is judgment: knowing when AI’s work is right, and checking it before it counts.
AI tools for your work
Official connectors that let an AI assistant work inside the apps software developers use. Each is made by the app’s own maker.