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Automation Risk Analysis

Will “Cybersecurity All-Source Analyst” be Automated?

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AI Exposure Risk

63%

“Cybersecurity All-Source 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%

“Cybersecurity All-Source 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

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

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

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles