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Automation Risk Analysis

Will “Cyber Operator” be Automated?

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AI Exposure Risk

63%

“Cyber Operator” 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 Operator” 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

  • 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.

  • 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.

  • 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.

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

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

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

  • Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.

Technologies & Software

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

Alternative Job Titles