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Automation Risk Analysis

Will “Cybersecurity Analyst (Cyber)” be Automated?

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AI Exposure Risk

43%

“Cybersecurity Analyst (Cyber)” 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%

“Cybersecurity Analyst (Cyber)” 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 and execute scripts to automate tasks, such as parsing large data files.

  • Write technical summaries to report findings.

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

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

  • 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.

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

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

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

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

  • 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.

  • Perform forensic investigations of operating or file systems.

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

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

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

  • Recover data or decrypt seized data.

Technologies & Software

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