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Automation Risk Analysis

Will “Digital Cyber Analyst” be Automated?

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AI Exposure Risk

43%

“Digital Cyber 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 Cyber 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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

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

  • Write technical summaries to report findings.

  • Perform forensic investigations of operating or file systems.

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

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

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

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

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

  • 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.

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

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

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

  • Recover data or decrypt seized data.

Technologies & Software

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