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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.

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

  • 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.

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

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

  • Recover data or decrypt seized data.

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

  • Perform forensic investigations of operating or file systems.

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

  • 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.

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

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

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

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

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

  • Write technical summaries to report findings.

  • Preserve and maintain digital forensic evidence for analysis.

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

Technologies & Software

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