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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

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

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

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

  • Design security solutions to address known device vulnerabilities.

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

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

  • Identify security system weaknesses, using penetration tests.

  • Keep up with new penetration testing tools and methods.

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

  • Develop presentations on threat intelligence.

  • Gather cyber intelligence to identify vulnerabilities.

  • Document penetration test findings.

  • Develop infiltration tests that exploit device vulnerabilities.

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

  • Update corporate policies to improve cyber security.

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

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

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

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

  • 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.

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

Technologies & Software

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