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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

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

  • Write technical summaries to report findings.

  • Perform forensic investigations of operating or file systems.

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

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

  • 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.

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

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

  • Recover data or decrypt seized data.

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

  • 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.

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

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

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

Technologies & Software

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