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Automation Risk Analysis

Will “Offensive Security Engineer” be Automated?

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AI Exposure Risk

43%

“Offensive Security Engineer” 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 43% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

1%

“Offensive Security Engineer” 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 Digital Forensics Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct investigations on computer-based crimes establishing documentary or physical evidence, such as digital media and logs associated with cyber intrusion incidents. Analyze digital evidence and investigate computer security incidents to derive information in support of system and network vulnerability mitigation. Preserve and present computer-related evidence in support of criminal, fraud, counterintelligence, or law enforcement investigations.

Job Title & Hierarchy Code (SOC) Digital Forensics Analysts #15-1299.06
ℹ️

Data is based on the reference occupation: “Digital Forensics Analysts”

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Core Skills & Abilities

  • Preserve and maintain digital forensic evidence for analysis.

  • Analyze log files or other digital information to identify the perpetrators of network intrusions.

  • Write technical summaries to report findings.

  • Recover data or decrypt seized data.

  • Write cyber defense recommendations, reports, or white papers using research or experience.

  • Recommend cyber defense software or hardware to support responses to cyber incidents.

  • Perform web service network traffic analysis or waveform analysis to detect anomalies, such as unusual events or trends.

  • Write reports, sign affidavits, or give depositions for legal proceedings.

  • Perform forensic investigations of operating or file systems.

  • Perform file signature analysis to verify files on storage media or discover potential hidden files.

  • Develop policies or requirements for data collection, processing, or reporting.

  • Identify or develop reverse-engineering tools to improve system capabilities or detect vulnerabilities.

  • Write and execute scripts to automate tasks, such as parsing large data files.

  • Conduct predictive or reactive analyses on security measures to support cyber security initiatives.

  • Develop plans for investigating alleged computer crimes, violations, or suspicious activity.

  • Create system images or capture network settings from information technology environments to preserve as evidence.

  • Maintain knowledge of laws, regulations, policies or other issuances pertaining to digital forensics or information privacy.

  • Duplicate digital evidence to use for data recovery and analysis procedures.

  • Adhere to legal policies and procedures related to handling digital media.

  • Maintain cyber defense software or hardware to support responses to cyber incidents.

Technologies & Software

  • Firewall software
  • C
  • OpenVAS
  • Enterprise application integration EAI software
  • Metasploit
  • Claude (Anthropic)
  • Kali Linux
  • Apple macOS
  • Ruby
  • Platform as a service PaaS
  • Microsoft PowerPoint
  • Single sign-on SSO
  • ServiceNow
  • Apple iOS
  • Google Workspace software
  • C#
  • v0 by Vercel
  • Gemini Code Assist
  • Tabnine
  • Microsoft Windows
  • Microsoft Azure software
  • Snort
  • Cisco Systems Cisco NetFlow Collection Engine
  • Microsoft Excel
  • Go
  • Perl
  • Management information systems MIS
  • AccessData FTK
  • JavaScript
  • UNIX
  • Python
  • Codeium
  • Oracle Java
  • Slack
  • Portswigger BurP Suite
  • Hypertext markup language HTML
  • Geographic information system GIS systems
  • Intrusion detection system IDS
  • Lovable.dev
  • Microsoft PowerShell
  • Mistral AI (chat/models)
  • Perplexity AI
  • Amazon CodeWhisperer
  • Structured query language SQL
  • Wireshark
  • Devin (Cognition AI)
  • Tenable Nessus
  • System testing software
  • Microsoft Access
  • Linux
  • Microsoft Windows Server
  • PHP
  • C++
  • IBM QRadar SIEM
  • Computer forensic software
  • Network directory services software
  • Web server software
  • MITRE ATT&CK software
  • Amazon Web Services AWS software
  • Extensible markup language XML
  • Guidance Software EnCase Enterprise
  • Bolt.new
  • Graphical user interface GUI design software
  • GitHub Copilot
  • Cursor AI
  • R
  • Operating system software
  • IBM Terraform
  • Security assertion markup language SAML
  • Microsoft Active Directory
  • Amazon Simple Storage Service S3
  • Google Antigravity
  • Microsoft Defender Antivirus
  • Ansible software
  • Splunk Enterprise
  • Border Gateway Protocol BGP
  • Bash
  • Microsoft Office software
  • Kubernetes