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Automation Risk Analysis

Will “Computer Security Specialist” be Automated?

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AI Exposure Risk

63%

“Computer 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%

“Computer 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

  • 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.

  • 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.

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles