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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

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

  • Design security solutions to address known device vulnerabilities.

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

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

  • Discuss security solutions with information technology teams or management.

  • Develop infiltration tests that exploit device vulnerabilities.

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

  • Develop presentations on threat intelligence.

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

  • Keep up with new penetration testing tools and methods.

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

  • Identify security system weaknesses, using penetration tests.

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

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

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

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

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

  • Document penetration test findings.

  • Update corporate policies to improve cyber security.

  • Gather cyber intelligence to identify vulnerabilities.

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

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

Technologies & Software

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