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Automation Risk Analysis

Will “Hardware Hacker” be Automated?

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AI Exposure Risk

44%

“Hardware 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%

“Hardware 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

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

  • Develop infiltration tests that exploit device vulnerabilities.

  • Discuss security solutions with information technology teams or management.

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

  • Keep up with new penetration testing tools and methods.

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

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

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

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

  • Develop presentations on threat intelligence.

  • Gather cyber intelligence to identify vulnerabilities.

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

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

  • Update corporate policies to improve cyber security.

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

  • Document penetration test findings.

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

  • Design security solutions to address known device vulnerabilities.

  • Identify security system weaknesses, using penetration tests.

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

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

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

Technologies & Software

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