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Automation Risk Analysis

Will “Cyber Digital Forensics” be Automated?

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AI Exposure Risk

43%

“Cyber Digital Forensics” 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%

“Cyber Digital Forensics” 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.

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

  • Write technical summaries to report findings.

  • 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.

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

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

  • Preserve and maintain digital forensic evidence for analysis.

  • 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.

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

  • Recover data or decrypt seized data.

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

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

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

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

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

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

  • Perform forensic investigations of operating or file systems.

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

Technologies & Software

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