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Automation Risk Analysis

Will “Security Assessment Tester” be Automated?

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AI Exposure Risk

44%

“Security Assessment Tester” 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 Assessment Tester” 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

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

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

  • Develop presentations on threat intelligence.

  • Discuss security solutions with information technology teams or management.

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

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

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

  • Update corporate policies to improve cyber security.

  • 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.

  • Gather cyber intelligence to identify vulnerabilities.

  • Document penetration test findings.

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

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

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

  • 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.

  • Identify security system weaknesses, using penetration tests.

  • Develop infiltration tests that exploit device vulnerabilities.

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

  • Keep up with new penetration testing tools and methods.

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

Technologies & Software

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