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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

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles