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Automation Risk Analysis

Will “Cyber Operations Specialist” be Automated?

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AI Exposure Risk

63%

“Cyber Operations Specialist” 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%

“Cyber Operations Specialist” 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

  • 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.

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

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles