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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

  • Monitor use of data files and regulate access to safeguard information in computer files.

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles