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Automation Risk Analysis

Will “Cyber Defense Analyst” be Automated?

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AI Exposure Risk

63%

“Cyber 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 63% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Cyber Defense Analyst” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Information Security Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, implement, upgrade, or monitor security measures for the protection of computer networks and information. Assess system vulnerabilities for security risks and propose and implement risk mitigation strategies. May ensure appropriate security controls are in place that will safeguard digital files and vital electronic infrastructure. May respond to computer security breaches and viruses.

Avg. Annual Salary $127,730
Avg. Hourly Wage $61.41
Available Jobs (US) 179,430
Job Title & Hierarchy Code (SOC) Information Security Analysts #15-1212
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Information Security Analysts”

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Core Skills & Abilities

  • Train users and promote security awareness to ensure system security and to improve server and network efficiency.

  • Confer with users to discuss issues such as computer data access needs, security violations, and programming changes.

  • Document computer security and emergency measures policies, procedures, and tests.

  • Monitor current reports of computer viruses to determine when to update virus protection systems.

  • Monitor use of data files and regulate access to safeguard information in computer files.

  • Modify computer security files to incorporate new software, correct errors, or change individual access status.

  • Review violations of computer security procedures and discuss procedures with violators to ensure violations are not repeated.

  • Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.

  • Coordinate implementation of computer system plan with establishment personnel and outside vendors.

  • Encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.

  • Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.

Technologies & Software

  • Secure shell SSH software
  • McAfee VirusScan
  • Atlassian JIRA
  • SAS
  • Epic Systems
  • MITRE ATT&CK software
  • Apache Pig
  • Perl
  • Shell script
  • Customer information control system CICS
  • Tenable Nessus
  • Anti-Trojan software
  • Apache Maven
  • Access management software
  • Berkeley Internet Domain Name BIND
  • Tcpdump
  • Microsoft PowerShell
  • Oracle JavaServer Pages JSP
  • Automated media tracking software
  • IBM Notes
  • Border Gateway Protocol BGP
  • Tableau
  • The MathWorks MATLAB
  • Sniffer Investigator
  • Microsoft Teams
  • C
  • DeepSeek
  • Automated audit trail analysis software
  • Red Hat WildFly
  • Unified modeling language UML
  • Stack smashing protection SSP software
  • Microsoft Windows Server
  • Bash
  • Quest BigBrother
  • Microsoft .NET Framework
  • Amazon Elastic Compute Cloud EC2
  • C++
  • Amazon CodeWhisperer
  • Kimi (Moonshot AI)
  • Red Hat Enterprise Linux
  • Human resource management software HRMS
  • IpTables
  • IBM WebSphere
  • Microsoft Active Server Pages ASP
  • Oracle JD Edwards EnterpriseOne
  • Trend Micro TippingPoint
  • Domain name system DNS
  • IBM Tivoli Identity Management TIM
  • Common business oriented language COBOL
  • Microsoft Exchange
  • Computer forensic software
  • Diameter
  • MongoDB
  • SAP software
  • Microsoft Azure software
  • Adobe ActionScript
  • Docker
  • Citrix cloud computing software
  • Network and system vulnerability assessment software
  • Apache Groovy
  • Firewall software
  • Oracle PeopleSoft Financials
  • Oracle Hyperion
  • Drupal
  • Ruby
  • Oracle Fusion Applications
  • Microsoft Dynamics
  • Blink
  • WinMerge
  • Oracle WebLogic Server
  • Mistral AI (chat/models)
  • Oracle E-Business Suite Financials
  • Amazon Web Services AWS software
  • Enterprise JavaBeans
  • Python
  • Patch and update management software
  • Security risk assessment software
  • Microsoft Visio
  • Check Point Next Generation Secure Web Gateway
  • Llama (Meta)
  • Juniper Networks NetScreen-Security Manager
  • Delphi Technology
  • Microsoft SQL Server Integration Services SSIS
  • JavaScript Object Notation JSON
  • Elasticsearch
  • Microsoft Visual Basic Scripting Edition VBScript
  • Apache Struts
  • UNIX
  • Nagios
  • Linux
  • Integrity verification software
  • Job control language JCL
  • Go
  • Teradata Database
  • Relational database management software
  • IBM Domino
  • Network directory services software
  • GitHub Copilot
  • Norton AntiVirus
  • Oracle PeopleSoft
  • ESRI ArcGIS software
  • Google Angular
  • Django
  • Codeium
  • Hypertext markup language HTML
  • Apache Ant
  • National Instruments LabVIEW
  • Ruby on Rails
  • Microsoft Hyper-V Server
  • Oracle Fusion Middleware
  • Intrusion prevention system IPS
  • Network intrusion prevention systems NIPS
  • Network security auditing software
  • 3M Post-it App
  • Apache Spark
  • LAMP Stack
  • Websense Data Loss Prevention
  • Amazon Redshift
  • ArcSight Enterprise Threat and Risk Management
  • HP WebInspect
  • Cisco Systems CiscoWorks
  • IBM Power Systems software
  • Swift
  • PHP
  • Google Sites
  • Structured query language SQL
  • Smart card management software
  • Hewlett Packard HP-UX
  • Lovable.dev
  • ISS RealSecure
  • Ansible software
  • Backup and archival software
  • Puppet
  • Apache Hadoop
  • C#
  • Metasploit
  • Snort
  • Microsoft Project
  • eMASS
  • Atlassian Bamboo
  • Objective C
  • KornShell
  • Guidance Software EnCase Forensic
  • Amazon Web Services AWS CloudFormation
  • License management software
  • Micro Focus OpenView
  • Supervisory control and data acquisition SCADA software
  • Microsoft Visual Studio
  • Microsoft SharePoint
  • PostgreSQL
  • System testing software
  • Microsoft Visual Basic
  • Apache Kafka
  • Qlik Tech QlikView
  • Amazon Simple Storage Service S3
  • Apache Subversion SVN
  • v0 by Vercel
  • Link encryption software
  • Gemini Code Assist
  • Ubuntu
  • Microsoft Office software
  • Ethereal
  • Perforce Helix software
  • ChatGPT (OpenAI)
  • Oracle JDBC
  • Apple macOS
  • Network, hardware, and software auditing software
  • IBM Tivoli Access Management TAM
  • Microsoft Access
  • Microsoft PowerPoint
  • Grok (xAI)
  • Mistral (Mistral AI)
  • Remote authentication dial-in user service RADIUS software
  • Cryptographic key management software
  • Apache Solr
  • Microsoft Windows
  • LexisNexis
  • Password management software
  • Automated installation software
  • Operating system software
  • Microsoft Visual Basic for Applications VBA
  • Symantec Endpoint Protection
  • Kali Linux
  • Conformance and validation testing software
  • Oracle Java
  • Anti-spyware software
  • Oracle PL/SQL
  • Splunk Enterprise
  • SAP Crystal Reports
  • Microsoft Word
  • Salesforce software
  • End-to-end encryption software
  • JavaScript
  • Veritas NetBackup
  • Oracle Solaris
  • Keystroke monitoring software
  • Selenium
  • MySQL
  • Nova (Amazon)
  • HP Fortify
  • Virus scanning software
  • Advanced business application programming ABAP
  • Amazon DynamoDB
  • Oracle Business Intelligence Enterprise Edition
  • Active directory software
  • Virtual private networking VPN software
  • Spring Framework
  • McAfee
  • VMware
  • Penetration testing software
  • Oracle Database
  • IBM Cognos Impromptu
  • Apache Hive
  • Secure internet filtering software
  • Password cracker software
  • IBM QRadar SIEM
  • AccessData FTK
  • Gemini (Google)
  • Voice over internet protocol VoIP system software
  • Scala
  • Honeypot
  • Google Antigravity
  • Eclipse IDE
  • Chef
  • Git
  • Blackboard software
  • Red Hat OpenShift
  • UNIX Shell
  • Extensible markup language XML
  • Microsoft Active Directory
  • Claude (Anthropic)
  • Atlassian Confluence
  • Symantec Blue Coat Data Loss Prevention
  • Apache Cassandra
  • Oracle Net Manager
  • Microsoft ASP.NET
  • Devin (Cognition AI)
  • Rapid7 Nexpose
  • AJAX
  • Apache Tomcat
  • Microsoft SQL Server Reporting Services SSRS
  • Program checksumming software
  • Bolt.new
  • MicroStrategy
  • Cursor AI
  • Palo Alto Networks Next-Generation Security Platform
  • Tabnine
  • Intrusion detection system IDS
  • Security incident management software
  • Qwen (Alibaba)
  • Qualys Cloud Platform
  • Geographic information system GIS software
  • System and data disaster recovery software
  • Root kit detection software
  • Imperva SecureSphere
  • IpFilter
  • Microsoft Excel
  • Anti-phishing software
  • Ping Identity
  • Integrated development environment IDE software
  • GitHub
  • Extensible hypertext markup language XHTML
  • Node.js
  • Wireshark
  • Perplexity AI
  • Portswigger BurP Suite
  • NortonLifeLock cybersecurity software
  • Apache HTTP Server
  • NoSQL
  • Microsoft SQL Server
  • Network analyzers
  • Desktop computers
  • Notebook computers
  • Mainframe computers
  • Protocol analyzers
  • Local area network LAN analyzers

Alternative Job Titles