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Automation Risk Analysis

Will “Network Security Engineer” be Automated?

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AI Exposure Risk

44%

“Network Security Engineer” 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%

“Network Security Engineer” 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.

  • Identify security system weaknesses, using penetration tests.

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

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

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

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

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

  • Design security solutions to address known device vulnerabilities.

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

  • Gather cyber intelligence to identify vulnerabilities.

  • Develop presentations on threat intelligence.

  • Update corporate policies to improve cyber security.

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

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

  • Keep up with new penetration testing tools and methods.

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

  • Document penetration test findings.

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

  • Discuss security solutions with information technology teams or management.

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

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

Technologies & Software

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