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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

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

  • 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.

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

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

  • Recover data or decrypt seized data.

  • Perform forensic investigations of operating or file systems.

  • 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.

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

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

  • Write technical summaries to report findings.

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

  • 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.

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

  • 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.

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

Technologies & Software

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