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Automation Risk Analysis

Will “Cybersecurity Engineer (Cyber)” be Automated?

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AI Exposure Risk

43%

“Cybersecurity Engineer (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 Engineer (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 cyber defense recommendations, reports, or white papers using research or experience.

  • Recover data or decrypt seized data.

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

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

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

  • Perform forensic investigations of operating or file systems.

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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

  • Write technical summaries to report findings.

  • 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.

  • 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.

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

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

Technologies & Software

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