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Automation Risk Analysis

Will “AI Security Specialist (Artificial Intelligence Security Specialist)” be Automated?

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AI Exposure Risk

63%

“AI Security Specialist (Artificial Intelligence 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%

“AI Security Specialist (Artificial Intelligence 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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles