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Automation Risk Analysis

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

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AI Exposure Risk

60%

“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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

39%

“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 39% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Network and Computer Systems Administrators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Install, configure, and maintain an organization's local area network (LAN), wide area network (WAN), data communications network, operating systems, and physical and virtual servers. Perform system monitoring and verify the integrity and availability of hardware, network, and server resources and systems. Review system and application logs and verify completion of scheduled jobs, including system backups. Analyze network and server resource consumption and control user access. Install and upgrade software and maintain software licenses. May assist in network modeling, analysis, planning, and coordination between network and data communications hardware and software.

Avg. Annual Salary $101,190
Avg. Hourly Wage $48.65
Available Jobs (US) 318,570
Job Title & Hierarchy Code (SOC) Network and Computer Systems Administrators #15-1244
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Network and Computer Systems Administrators”

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Core Skills & Abilities

  • Coordinate with vendors and with company personnel to facilitate purchases.

  • Perform data backups and disaster recovery operations.

  • Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use.

  • Perform routine network startup and shutdown procedures, and maintain control records.

  • Gather data pertaining to customer needs, and use the information to identify, predict, interpret, and evaluate system and network requirements.

  • Maintain an inventory of parts for emergency repairs.

  • Research new technologies by attending seminars, reading trade articles, or taking classes, and implement or recommend the implementation of new technologies.

  • Maintain logs related to network functions, as well as maintenance and repair records.

  • Configure, monitor, and maintain email applications or virus protection software.

  • Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.

  • Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.

  • Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.

  • Implement and provide technical support for voice services and equipment, such as private branch exchange, voice mail system, and telecom system.

  • Plan, coordinate, and implement network security measures to protect data, software, and hardware.

  • Train people in computer system use.

  • Confer with network users about solutions to existing system problems.

  • Load computer tapes and disks, and install software and printer paper or forms.

  • Analyze equipment performance records to determine the need for repair or replacement.

  • Design, configure, and test computer hardware, networking software and operating system software.

  • Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.

Technologies & Software

  • Operating system process control software
  • Virtual network computing VNC software
  • Network shutdown software
  • SAP software
  • Veritas NetBackup
  • SolarWinds
  • Microsoft Visual Basic for Applications VBA
  • Node.js
  • IBM Cognos Impromptu
  • Quest Foglight
  • Common business oriented language COBOL
  • Drupal
  • DeepSeek
  • Adobe Dreamweaver
  • Remote desktop control software
  • Swift
  • Apache Groovy
  • Systems and applications migration software
  • Apache Solr
  • Chef
  • Dartware InterMapper
  • Network modeling, mapping, and analysis software
  • SAS
  • Apache Hive
  • Ansible software
  • Citrix cloud computing software
  • TKSoftware RCM software
  • Microsoft Visual Basic Scripting Edition VBScript
  • Oracle Business Intelligence Enterprise Edition
  • Bolt.new
  • Dynamic hypertext markup language DHTML
  • Apache HTTP Server
  • Jupyter Notebook
  • Elasticsearch
  • Blackbaud The Raiser's Edge
  • Amazon CodeWhisperer
  • VMware
  • Symantec Ghost Solution Suite
  • Microsoft Visual Studio
  • Oracle Solaris
  • Oracle Fusion Middleware
  • Claude (Anthropic)
  • Domain name system DNS
  • Open source routing protocols OSPF
  • Job control language JCL
  • Extensible markup language XML
  • Django
  • Dassault Systemes CATIA
  • IBM InfoSphere DataStage
  • Shell script
  • Integrated development environment IDE software
  • Operating system software
  • Microsoft Active Server Pages ASP
  • Optical network management software
  • Oracle PeopleSoft Financials
  • Splunk Enterprise
  • Ruby on Rails
  • Apache Tomcat
  • Network management software
  • Google Antigravity
  • Oracle Java
  • Microsoft ActiveX
  • Nova (Amazon)
  • Mistral (Mistral AI)
  • Docker
  • Ruby
  • Microsoft Dynamics GP
  • Cisco Systems CiscoWorks
  • AJAX
  • Berkeley Internet Domain Name BIND
  • Border Gateway Protocol BGP
  • Microsoft ASP.NET
  • Marketo Marketing Automation
  • Microsoft Windows Server
  • Cursor AI
  • Management information base MIB software
  • Microsoft Exchange
  • Atlassian Confluence
  • Atlassian JIRA
  • Network address management software
  • Oracle JDBC
  • Hypertext markup language HTML
  • Qwen (Alibaba)
  • Snort
  • Perplexity AI
  • Ubuntu
  • Virtual private networking VPN software
  • Devin (Cognition AI)
  • Codeium
  • Oracle PL/SQL
  • Epic Systems
  • Systems integration software
  • IBM Notes
  • Microsoft SQL Server Integration Services SSIS
  • Extensible hypertext markup language XHTML
  • PHP
  • Amazon Redshift
  • Dynamic host configuration protocol DHCP
  • Network addressable storage NAS software
  • Hibernate ORM
  • Packet filter software
  • Apache Spark
  • Microsoft SharePoint
  • NoSQL
  • Amazon DynamoDB
  • Novell NetWare Management Station
  • Apache Subversion SVN
  • C#
  • Honeypot
  • Application management software
  • Micromuse NetCool
  • Packet tracing software
  • Perl
  • Microsoft Windows Terminal Services Access Manager
  • Network intrusion detection software
  • Microsoft PowerPoint
  • Kimi (Moonshot AI)
  • Hewlett-Packard HP Network Node Manager
  • Network and application load and performance testing software
  • Computer system diagnostics software
  • MicroStrategy
  • Oracle Net Manager
  • SAP Business Objects
  • Human resource management software HRMS
  • Red Hat OpenShift
  • Intrusion prevention system IPS
  • Advanced business application programming ABAP
  • LogMatrix NerveCenter
  • Password management software
  • Oracle Hyperion
  • Help desk software
  • Teradata Database
  • Ethereal
  • MySQL
  • Voice over internet protocol VoIP system software
  • Database software
  • Apache Maven
  • Network traffic probe software
  • Adexa eGPS Suite
  • Llama (Meta)
  • Apache Cassandra
  • Perforce Helix software
  • IBM Tivoli software
  • LAMP Stack
  • Enterprise resource planning ERP software
  • Microsoft SQL Server Reporting Services SSRS
  • Oracle Primavera Enterprise Project Portfolio Management
  • Microsoft Access
  • Root kit detection software
  • Adobe ActionScript
  • Apache Struts
  • ChatGPT (OpenAI)
  • Bash
  • IBM Power Systems software
  • Microsoft .NET Framework
  • MongoDB
  • Enterprise application integration EAI software
  • Tcpdump
  • Computer based training software
  • Qlik Tech QlikView
  • ESRI ArcGIS software
  • Microsoft ASP.NET Core MVC
  • Apache Hadoop
  • Computer aided design and drafting CADD software
  • Structured query language SQL
  • Google Sites
  • Amazon Elastic Compute Cloud EC2
  • Amazon Web Services AWS software
  • IBM Director
  • Git
  • Oracle JD Edwards EnterpriseOne
  • Cisco Webex
  • Online traffic calculator software
  • Microsoft Azure software
  • Tabnine
  • Multi-router traffic grapher MRTG software
  • Virtual local area network management software
  • Microsoft Active Directory
  • Firewall software
  • Wireshark
  • Microsoft Visio
  • Microsoft Windows Sysprep
  • Go
  • Microsoft Windows
  • Encryption software
  • Atlassian Bamboo
  • FileMaker Pro
  • GitHub Copilot
  • Automated installation software
  • ParentSquare
  • Remote monitoring software
  • Gemini (Google)
  • Relational database management software
  • Microsoft Office software
  • Quest Erwin Data Modeler
  • PostgreSQL
  • Hewlett Packard HP-UX
  • Puppet
  • Amazon Web Services AWS CloudFormation
  • Network and component performance analysis software
  • Red Hat WildFly
  • SAP Crystal Reports
  • Supervisory control and data acquisition SCADA software
  • Skype
  • Requirements management software
  • Network documentation software
  • Eclipse IDE
  • Microsoft Visual Basic
  • Element management software
  • Enterprise JavaBeans
  • Security incident management software
  • ServiceNow
  • Linux
  • Access management software
  • v0 by Vercel
  • Microsoft PowerShell
  • Customer information control system CICS
  • Apache Pig
  • Network and system vulnerability assessment software
  • Simple network management protocol SNMP software
  • OpenService Open NerveCenter
  • IBM NetView
  • Microsoft Project
  • Moodle
  • Mistral AI (chat/models)
  • Mac HelpMate
  • Oracle WebLogic Server
  • Quest BigBrother
  • Oracle Database
  • Geographic information system GIS software
  • IBM WebSphere
  • Secure shell SSH software
  • JavaScript Object Notation JSON
  • Oracle E-Business Suite Financials
  • Network availability monitoring software
  • Apple macOS
  • Active directory software
  • McAfee
  • NortonLifeLock cybersecurity software
  • Zabbix
  • Configuration management software
  • Network, server and operating system optimization software
  • Transact-SQL
  • Red Hat Enterprise Linux
  • Network traffic flow monitoring and analysis software
  • NetSuite ERP
  • Microsoft Publisher
  • Microsoft SQL Server
  • Gemini Code Assist
  • Grok (xAI)
  • Apache Kafka
  • GitHub
  • Oracle JavaServer Pages JSP
  • Ping Identity
  • UNIX Shell
  • IBM Domino
  • KornShell
  • Citrix XenApp
  • Network intrusion prevention systems NIPS
  • Oracle PeopleSoft
  • Lovable.dev
  • Hewlett Packard LoadRunner
  • Apache Ant
  • C
  • Amazon Simple Storage Service S3
  • Delphi Technology
  • StataCorp Stata
  • Diagramming software
  • Root cause analysis software
  • Blackboard software
  • UNIX
  • Microsoft Excel
  • Lavalys Everest
  • Storage area network SAN software
  • Adobe Acrobat
  • Command interpreters
  • Python
  • Tableau
  • Oracle Fusion Applications
  • Nagios
  • Microsoft Teams
  • Oracle Taleo
  • Patch and update management software
  • C++
  • Microsoft Outlook
  • JavaScript
  • System and data disaster recovery software
  • Microsoft Dynamics
  • jQuery
  • Asynchronous transfer mode ATM analyzers
  • Screwdrivers
  • Redundant array of independent disks RAID systems
  • Optical spectrum analyzers
  • Power meters
  • Protocol analyzers
  • T-Birds
  • Mainframe computers
  • Network switches
  • Desktop computers
  • Bit error rate testers BERT
  • Load balancers
  • Optical time domain reflectometers OTDR
  • Network analyzers
  • Wire crimpers
  • Tape libraries
  • Notebook computers
  • Communications analyzers
  • Cable verifiers
  • Powerline monitors
  • Punchdown tools
  • Computer tool kits
  • Synchronous optical network SONET analyzers

Alternative Job Titles