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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

  • 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.

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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

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

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

  • Perform forensic investigations of operating or file systems.

  • Recover data or decrypt seized data.

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

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

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

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

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

  • Write technical summaries to report findings.

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

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

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

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

Technologies & Software

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