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Automation Risk Analysis

Will “Warning Analyst” be Automated?

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AI Exposure Risk

63%

“Warning 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%

“Warning 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

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

  • 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.

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

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

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

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

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

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

  • 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

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

Alternative Job Titles