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Automation Risk Analysis

Will “Application Security Tester” be Automated?

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AI Exposure Risk

44%

“Application Security 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%

“Application Security 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.

  • Gather cyber intelligence to identify vulnerabilities.

  • Develop presentations on threat intelligence.

  • Keep up with new penetration testing tools and methods.

  • Identify security system weaknesses, using penetration tests.

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

  • Develop infiltration tests that exploit device vulnerabilities.

  • Design security solutions to address known device vulnerabilities.

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

  • Update corporate policies to improve cyber security.

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

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

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

  • Discuss security solutions with information technology teams or management.

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

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

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

  • Document penetration test findings.

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

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

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

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

Technologies & Software

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