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Automation Risk Analysis

Will “Cyber Threat Analyst” be Automated?

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AI Exposure Risk

43%

“Cyber Threat 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 Threat 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

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

  • Preserve and maintain digital forensic evidence for analysis.

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

  • 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.

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

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

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

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

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

  • Recover data or decrypt seized data.

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

  • Write technical summaries to report findings.

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

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

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

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

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

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

Technologies & Software

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