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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

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

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

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

  • Perform forensic investigations of operating or file systems.

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

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

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

  • Write technical summaries to report findings.

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

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

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

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

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

  • Recover data or decrypt seized data.

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

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

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

Technologies & Software

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