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Automation Risk Analysis

Will “Certified Hacker” be Automated?

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AI Exposure Risk

44%

“Certified 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%

“Certified 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

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

  • Identify security system weaknesses, using penetration tests.

  • Update corporate policies to improve cyber security.

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

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

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

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

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

  • Document penetration test findings.

  • Keep up with new penetration testing tools and methods.

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

  • Discuss security solutions with information technology teams or management.

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

  • Design security solutions to address known device vulnerabilities.

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

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

  • Gather cyber intelligence to identify vulnerabilities.

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

  • Develop presentations on threat intelligence.

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

Technologies & Software

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