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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

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

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

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

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

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

  • Perform data backups and disaster recovery operations.

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

  • Maintain an inventory of parts for emergency repairs.

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

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

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

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

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

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

  • Train people in computer system use.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles