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Automation Risk Analysis

Will “Hacker” be Automated?

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AI Exposure Risk

44%

“Hacker” 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%

“Hacker” 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.

  • Update corporate policies to improve cyber security.

  • Document penetration test findings.

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

  • 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.

  • Discuss security solutions with information technology teams or management.

  • Identify security system weaknesses, using penetration tests.

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

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

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

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

  • Keep up with new penetration testing tools and methods.

  • Develop infiltration tests that exploit device vulnerabilities.

  • Gather cyber intelligence to identify vulnerabilities.

  • Develop presentations on threat intelligence.

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

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

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

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

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

  • Design security solutions to address known device vulnerabilities.

Technologies & Software

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