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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

  • Design security solutions to address known device vulnerabilities.

  • Gather cyber intelligence to identify vulnerabilities.

  • Document penetration test findings.

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

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

  • Keep up with new penetration testing tools and methods.

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

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

  • Develop presentations on threat intelligence.

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

  • 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.

  • Update corporate policies to improve cyber security.

  • Develop infiltration tests that exploit device vulnerabilities.

  • Discuss security solutions with information technology teams or management.

  • Identify security system weaknesses, using penetration tests.

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

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

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

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

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

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

Technologies & Software

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