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Automation Risk Analysis

Will “Security Control Assessor” be Automated?

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AI Exposure Risk

44%

“Security Control Assessor” 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 Control Assessor” 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

  • Gather cyber intelligence to identify vulnerabilities.

  • Develop infiltration tests that exploit device vulnerabilities.

  • Document penetration test findings.

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

  • 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.

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

  • Discuss security solutions with information technology teams or management.

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

  • Keep up with new penetration testing tools and methods.

  • Update corporate policies to improve cyber security.

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

  • 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.

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

  • Identify security system weaknesses, using penetration tests.

  • Develop presentations on threat intelligence.

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

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

  • 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.

Technologies & Software

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