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Automation Risk Analysis

Will “Consulting Advisory Tester” be Automated?

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AI Exposure Risk

44%

“Consulting Advisory 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%

“Consulting Advisory 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

  • Develop infiltration tests that exploit device vulnerabilities.

  • Identify security system weaknesses, using penetration tests.

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

  • Document penetration test findings.

  • Update corporate policies to improve cyber security.

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

  • Keep up with new penetration testing tools and methods.

  • Discuss security solutions with information technology teams or management.

  • Develop presentations on threat intelligence.

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

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

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

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

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

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

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

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

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

  • Design security solutions to address known device vulnerabilities.

  • Gather cyber intelligence to identify vulnerabilities.

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

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

Technologies & Software

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