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Automation Risk Analysis

Will “Information Security Assessor” be Automated?

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AI Exposure Risk

44%

“Information Security 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%

“Information Security 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

  • 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.

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

  • Design security solutions to address known device vulnerabilities.

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

  • Gather cyber intelligence to identify vulnerabilities.

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

  • Discuss security solutions with information technology teams or management.

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

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

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

  • Identify security system weaknesses, using penetration tests.

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

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

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

  • Document penetration test findings.

  • Keep up with new penetration testing tools and methods.

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

  • Develop presentations on threat intelligence.

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

  • Develop infiltration tests that exploit device vulnerabilities.

  • Update corporate policies to improve cyber security.

Technologies & Software

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