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Automation Risk Analysis

Will “Cybersecurity Specialist (Cyber)” be Automated?

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AI Exposure Risk

43%

“Cybersecurity Specialist (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 Specialist (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

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

  • Preserve and maintain digital forensic evidence for analysis.

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

  • Perform forensic investigations of operating or file systems.

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

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

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

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

  • Recover data or decrypt seized data.

  • Maintain 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.

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

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

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

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

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

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

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

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

  • Write technical summaries to report findings.

Technologies & Software

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