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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

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

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

  • Discuss security solutions with information technology teams or management.

  • Keep up with new penetration testing tools and methods.

  • Gather cyber intelligence to identify vulnerabilities.

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

  • Identify security system weaknesses, using penetration tests.

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

  • Design security solutions to address known device vulnerabilities.

  • Develop infiltration tests that exploit device vulnerabilities.

  • 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.

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

  • Document penetration test findings.

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

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

  • Update corporate policies to improve cyber security.

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

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

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

  • Develop presentations on threat intelligence.

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

Technologies & Software

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