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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.

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

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles