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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

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

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

  • 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.

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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

  • Perform forensic investigations of operating or file systems.

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

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

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

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

  • Recover data or decrypt seized data.

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

  • 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.

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

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

Technologies & Software

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