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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

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

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

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

  • Identify security system weaknesses, using penetration tests.

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

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

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

  • Gather cyber intelligence to identify vulnerabilities.

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

  • Develop presentations on threat intelligence.

  • Update corporate policies to improve cyber security.

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

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

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

  • Document penetration test findings.

  • Discuss security solutions with information technology teams or management.

  • Design security solutions to address known device vulnerabilities.

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

  • Keep up with new penetration testing tools and methods.

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

Technologies & Software

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