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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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

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

  • Recover data or decrypt seized data.

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

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

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

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

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

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

  • Perform forensic investigations of operating or file systems.

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

  • Write technical summaries to report findings.

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

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

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

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

Technologies & Software

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