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Automation Risk Analysis

Will “Offensive Security Engineer” be Automated?

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AI Exposure Risk

44%

“Offensive 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%

“Offensive 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

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

  • Identify security system weaknesses, using penetration tests.

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

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

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

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

  • Discuss security solutions with information technology teams or management.

  • Document penetration test findings.

  • Design security solutions to address known device vulnerabilities.

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

  • Gather cyber intelligence to identify vulnerabilities.

  • Develop presentations on threat intelligence.

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

  • Keep up with new penetration testing tools and methods.

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

  • 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.

  • 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.

  • Update corporate policies to improve cyber security.

Technologies & Software

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