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Automation Risk Analysis

Will “Cyber Defense Analyst (Cybersecurity Defense Analyst)” be Automated?

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AI Exposure Risk

64%

“Cyber Defense Analyst (Cybersecurity Defense Analyst)” will maybe 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 64% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

28%

“Cyber Defense Analyst (Cybersecurity Defense Analyst)” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 28% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Intelligence Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Gather, analyze, or evaluate information from a variety of sources, such as law enforcement databases, surveillance, intelligence networks or geographic information systems. Use intelligence data to anticipate and prevent organized crime activities, such as terrorism.

Job Title & Hierarchy Code (SOC) Intelligence Analysts #33-3021.06
ℹ️

Data is based on the reference occupation: “Intelligence Analysts”

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Core Skills & Abilities

  • Validate known intelligence with data from other sources.

  • Identify gaps in information.

  • Evaluate records of communications, such as telephone calls, to plot activity and determine the size and location of criminal groups and members.

  • Gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases.

  • Gather and evaluate information, using tools such as aerial photographs, radar equipment, or sensitive radio equipment.

  • Study communication code languages or foreign languages to translate intelligence.

  • Predict future gang, organized crime, or terrorist activity, using analyses of intelligence data.

  • Analyze intelligence data to identify patterns and trends in criminal activity.

  • Operate cameras, radios, or other surveillance equipment to intercept communications or document activities.

  • Study activities relating to narcotics, money laundering, gangs, auto theft rings, terrorism, or other national security threats.

  • Study the assets of criminal suspects to determine the flow of money from or to targeted groups.

  • Prepare comprehensive written reports, presentations, maps, or charts, based on research, collection, and analysis of intelligence data.

  • Collaborate with representatives from other government and intelligence organizations to share information or coordinate intelligence activities.

  • Interview, interrogate, or interact with witnesses or crime suspects to collect human intelligence.

  • Link or chart suspects to criminal organizations or events to determine activities and interrelationships.

  • Prepare plans to intercept foreign communications transmissions.

  • Design, use, or maintain databases and software applications, such as geographic information systems (GIS) mapping and artificial intelligence tools.

  • Conduct presentations of analytic findings.

  • Gather intelligence information by field observation, confidential information sources, or public records.

  • Establish criminal profiles to aid in connecting criminal organizations with their members.

  • Develop defense plans or tactics, using intelligence and other information.

Technologies & Software

  • Microsoft Office software
  • Graphics creation software
  • Microsoft Word
  • Arrival Departure Information System ADIS
  • Llama (Meta)
  • Telephone analysis software
  • SAP software
  • Bing
  • Microsoft Excel
  • Apache Spark
  • Link analysis software
  • Apache Kafka
  • Operating system software
  • Timeline software
  • Grok (xAI)
  • Microsoft PowerShell
  • TensorFlow
  • Consular Consolidated Database CCD
  • Veritas NetBackup
  • Myspace
  • Telephone records software
  • UNIX
  • Python
  • Thomson Reuters CLEAR
  • ChatGPT (OpenAI)
  • Oracle Business Intelligence Enterprise Edition
  • Automated Targeting System ATS
  • Data visualization software
  • Firewall software
  • Email software
  • Palantir AI
  • Google Cloud software
  • LinkedIn
  • Microsoft Visio
  • Microsoft SQL Server
  • Tableau
  • Gemini (Google)
  • Nova (Amazon)
  • R
  • Computer Linked Application Information Management System CLAIMS
  • Statistical analysis software
  • Text mining software
  • Refugee, Asylum and Parole System RAPS
  • Palantir Intelligence
  • Google Earth Pro
  • Chatbot software
  • Google
  • Hypertext markup language HTML
  • Perplexity AI
  • Web browser software
  • Enforcement Case Tracking System ENFORCE
  • Relational database management software
  • Snort
  • Data mining software
  • Oracle PeopleSoft
  • Mistral (Mistral AI)
  • Teradata Database
  • Geographic information system GIS software
  • Amazon Web Services AWS software
  • Geographic information system GIS systems
  • Claude (Anthropic)
  • National Crime Information Center (NCIC) database
  • C++
  • Treasury Enforcement Communications System TECS
  • NortonLifeLock cybersecurity software
  • Biometric Storage System BSS
  • Amazon Simple Storage Service S3
  • Oracle Java
  • Qwen (Alibaba)
  • ESRI ArcGIS software
  • JavaScript
  • IBM i2 Analyst's Notebook
  • Kimi (Moonshot AI)
  • Microsoft Outlook
  • Axon AI
  • Linux
  • Student and Exchange Visitor Information System SEVIS
  • Motorola Solutions AI
  • DeepSeek
  • Encryption software
  • Wireshark
  • Django
  • ESRI ArcView
  • Microsoft PowerPoint
  • Structured query language SQL
  • Microsoft SharePoint
  • Splunk Enterprise
  • Apache Hadoop
  • LexisNexis
  • McAfee
  • Facebook
  • Microsoft Access
  • Microsoft Azure software
  • Apache Hive
  • Flowcharting software
  • Apache Pig
  • SAS
  • Photo enhancement software
  • Document scanners
  • Smart phones
  • Plotting printers
  • Desktop computers
  • Color laser printers
  • Computer laser printers
  • Multimedia presentation projectors
  • Color copiers
  • Digital still cameras
  • Statistical calculators
  • Laptop computers
  • Digital video cameras
  • Laser facsimile machines

Alternative Job Titles