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Automation Risk Analysis

Will “Security Consulting Tester” be Automated?

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AI Exposure Risk

44%

“Security Consulting Tester” 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%

“Security Consulting Tester” 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

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

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

  • Gather cyber intelligence to identify vulnerabilities.

  • Discuss security solutions with information technology teams or management.

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

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

  • Design security solutions to address known device vulnerabilities.

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

  • Update corporate policies to improve cyber security.

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

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

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

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

  • Develop presentations on threat intelligence.

  • Keep up with new penetration testing tools and methods.

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

  • Identify security system weaknesses, using penetration tests.

  • Document penetration test findings.

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

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

Technologies & Software

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