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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.

  • 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.

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles