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Automation Risk Analysis

Will “Information Security Analyst” be Automated?

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AI Exposure Risk

44%

“Information Security Analyst” 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 Analyst” 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

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

  • Keep up with new penetration testing tools and methods.

  • Develop presentations on threat intelligence.

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

  • Discuss security solutions with information technology teams or management.

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

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

  • Design security solutions to address known device vulnerabilities.

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

  • Identify security system weaknesses, using penetration tests.

  • Document penetration test findings.

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

  • Gather cyber intelligence to identify vulnerabilities.

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

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

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

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

  • Develop infiltration tests that exploit device vulnerabilities.

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

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

  • Update corporate policies to improve cyber security.

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

Technologies & Software

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