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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

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

  • Write technical summaries to report findings.

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

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

  • Recover data or decrypt seized data.

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

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

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

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

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

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

  • Perform forensic investigations of operating or file systems.

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

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

  • 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.

  • Preserve and maintain digital forensic evidence for analysis.

  • 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.

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

Technologies & Software

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