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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.

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

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

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

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

  • Recover data or decrypt seized data.

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

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

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

  • Perform forensic investigations of operating or file systems.

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

  • Preserve and maintain digital forensic evidence for analysis.

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

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

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

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

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

  • Write technical summaries to report findings.

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

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

Technologies & Software

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