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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

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

  • Write technical summaries to report findings.

  • 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.

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

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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

  • Recover data or decrypt seized data.

  • Perform forensic investigations of operating or file systems.

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

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

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

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

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

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

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

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

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

Technologies & Software

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