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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

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

  • 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.

  • Write technical summaries to report findings.

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

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

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

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

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

  • Perform forensic investigations of operating or file systems.

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

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

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

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

  • Recover data or decrypt seized data.

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

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

Technologies & Software

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