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Automation Risk Analysis

Will “Digital Forensic Analyst” be Automated?

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AI Exposure Risk

43%

“Digital Forensic Analyst” 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%

“Digital Forensic Analyst” 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

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

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

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

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

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

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

  • Perform forensic investigations of operating or file systems.

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

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

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

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

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

  • Recover data or decrypt seized data.

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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

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

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

  • Write technical summaries to report findings.

Technologies & Software

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