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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

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

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

  • 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.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles