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Automation Risk Analysis

Will “Forensic Analysis Tester” be Automated?

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AI Exposure Risk

44%

“Forensic Analysis 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%

“Forensic Analysis 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

  • Identify security system weaknesses, using penetration tests.

  • Develop infiltration tests that exploit device vulnerabilities.

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

  • Develop presentations on threat intelligence.

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

  • 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.

  • Gather cyber intelligence to identify vulnerabilities.

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

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

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

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

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

  • Document penetration test findings.

  • Keep up with new penetration testing tools and methods.

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

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

  • Design security solutions to address known device vulnerabilities.

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

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

  • Discuss security solutions with information technology teams or management.

  • Update corporate policies to improve cyber security.

Technologies & Software

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