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Automation Risk Analysis

Will “Cyber Defense Analyst” be Automated?

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AI Exposure Risk

43%

“Cyber Defense Analyst” 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%

“Cyber Defense Analyst” 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

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

  • 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.

  • 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.

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

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

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

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

  • Recover data or decrypt seized data.

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

  • Write technical summaries to report findings.

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

  • Perform forensic investigations of operating or file systems.

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

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

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

Technologies & Software

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