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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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Train people in computer system use.

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

  • Perform data backups and disaster recovery operations.

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

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

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

  • Maintain an inventory of parts for emergency repairs.

Technologies & Software

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

Alternative Job Titles