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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

  • Recover data or decrypt seized data.

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

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

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

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

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

  • Write technical summaries to report findings.

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

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

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

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

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

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

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

  • Perform forensic investigations of operating or file systems.

Technologies & Software

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