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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

  • 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.

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

  • 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.

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles