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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.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles