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Automation Risk Analysis

Will “Insider Threat Analyst” be Automated?

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AI Exposure Risk

43%

“Insider 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%

“Insider 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

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

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

  • Recover data or decrypt seized data.

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

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

  • Perform forensic investigations of operating or file systems.

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

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

  • 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.

  • Write technical summaries to report findings.

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

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

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

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

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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

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

Technologies & Software

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