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Automation Risk Analysis

Will “Cyber Security Specialist” be Automated?

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AI Exposure Risk

63%

“Cyber Security 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 Security 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

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

  • 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.

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles