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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

  • 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.

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles