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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

  • Discuss security solutions with information technology teams or management.

  • Develop presentations on threat intelligence.

  • Design security solutions to address known device vulnerabilities.

  • 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.

  • Document penetration test findings.

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

  • Update corporate policies to improve cyber security.

  • 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.

  • Identify security system weaknesses, using penetration tests.

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

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

  • Keep up with new penetration testing tools and methods.

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

  • Gather cyber intelligence to identify vulnerabilities.

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

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

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

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

Technologies & Software

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