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Automation Risk Analysis

Will “Threat Analyst” be Automated?

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AI Exposure Risk

43%

“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%

“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 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.

  • 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.

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

  • Recover data or decrypt seized data.

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

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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