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Automation Risk Analysis

Will “Network Specialist” be Automated?

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AI Exposure Risk

58%

“Network 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Network 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 37% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Network Architects, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design and implement computer and information networks, such as local area networks (LAN), wide area networks (WAN), intranets, extranets, and other data communications networks. Perform network modeling, analysis, and planning, including analysis of capacity needs for network infrastructures. May also design network and computer security measures. May research and recommend network and data communications hardware and software.

Avg. Annual Salary $135,890
Avg. Hourly Wage $65.33
Available Jobs (US) 177,010
Job Title & Hierarchy Code (SOC) Computer Network Architects #15-1241
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Network Architects”

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Core Skills & Abilities

  • Develop disaster recovery plans.

  • Develop and implement solutions for network problems.

  • Evaluate network designs to determine whether customer requirements are met efficiently and effectively.

  • Communicate with system users to ensure accounts are set up properly or to diagnose and solve operational problems.

  • Supervise engineers or other staff in the design or implementation of network solutions.

  • Maintain networks by performing activities such as file addition, deletion, or backup.

  • Monitor and analyze network performance and reports on data input or output to detect problems, identify inefficient use of computer resources, or perform capacity planning.

  • Develop conceptual, logical, or physical network designs.

  • Communicate with vendors to gather information about products, alert them to future needs, resolve problems, or address system maintenance issues.

  • Prepare or monitor project schedules, budgets, or cost control systems.

  • Participate in network technology upgrade or expansion projects, including installation of hardware and software and integration testing.

  • Develop procedures to track, project, or report network availability, reliability, capacity, or utilization.

  • Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.

  • Use network computer-aided design (CAD) software packages to optimize network designs.

  • Develop plans or budgets for network equipment replacement.

  • Coordinate network operations, maintenance, repairs, or upgrades.

  • Adjust network sizes to meet volume or capacity demands.

  • Develop or maintain project reporting systems.

  • Determine specific network hardware or software requirements, such as platforms, interfaces, bandwidths, or routine schemas.

  • Explain design specifications to integration or test engineers.

  • Develop network-related documentation.

  • Design, build, or operate equipment configuration prototypes, including network hardware, software, servers, or server operation systems.

  • Prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies.

  • Visit vendors, attend conferences or training sessions, or study technical journals to keep up with changes in technology.

  • Coordinate installation of new equipment.

  • Develop and write procedures for installation, use, or troubleshooting of communications hardware or software.

  • Coordinate network or design activities with designers of associated networks.

  • Maintain or coordinate the maintenance of network peripherals, such as printers.

  • Research and test new or modified hardware or software products to determine performance and interoperability.

  • Prepare design presentations and proposals for staff or customers.

  • Communicate with customers, sales staff, or marketing staff to determine customer needs.

  • Design, organize, and deliver product awareness, skills transfer, or product education sessions for staff or suppliers.

  • Estimate time and materials needed to complete projects.

Technologies & Software

  • Security incident management software
  • Computer intrusion detection systems
  • Amazon Elastic Compute Cloud EC2
  • Local area network LAN software
  • Microsoft PowerShell
  • Software distribution software
  • Enterprise JavaBeans
  • AJAX
  • IBM Domino
  • C
  • Microsoft Project
  • Splunk Enterprise
  • Network intrusion detection software
  • Packet filter software
  • Ticket information tracking software
  • Enhanced Interior Gateway Routing Protocol EIGRP
  • Encryption software
  • CA eTrust
  • Network and application load and performance testing software
  • National Instruments LabVIEW
  • Lucent VitalSuite
  • Apache Solr
  • JUnit
  • McAfee
  • GitHub Copilot
  • Hibernate ORM
  • UNIX
  • Cisco Systems CiscoWorks LAN Management Solution
  • Llama (Meta)
  • Microsoft ASP.NET Core MVC
  • Quest Erwin Data Modeler
  • Firewall software
  • Red Hat OpenShift
  • Dynatrace
  • Cisco Systems Gateway Load Balancing Protocol GLBP
  • Cisco Systems Wireless Control System WCS
  • BroadSoft BroadWorks
  • Configuration management software
  • Packet analysis software
  • Packet tracing software
  • Elasticsearch
  • Help desk software
  • IBM WebSphere
  • Perl
  • Network traffic flow monitoring and analysis software
  • Autodesk Revit
  • Microsoft Office software
  • Blink
  • Citrix cloud computing software
  • Tabnine
  • Oracle Fusion Applications
  • Microsoft PowerPoint
  • Atlassian Confluence
  • Nova (Amazon)
  • Django
  • JavaScript
  • Gemini Code Assist
  • Storage management software
  • Simple mail transfer protocol SMTP
  • Structured query language SQL
  • Microsoft ActiveX
  • Ext JS
  • Transparent Interconnection of Lots of Links TRILL
  • Atlassian Bamboo
  • jQuery
  • Session Initiation Protocol SIP
  • Websense Data Loss Prevention
  • Atlassian JIRA
  • Shell script
  • Email management software
  • Optical network management software
  • The MathWorks MATLAB
  • Apache Tomcat
  • Microsoft Windows Server
  • Diagramming software
  • MySQL
  • Content filter software
  • Element management software
  • UNIX Shell
  • Remote access software
  • Node.js
  • Cisco Systems Hot Standby Router Protocol HSRP
  • Netreo OmniCenter
  • Kimi (Moonshot AI)
  • Root cause analysis software
  • Voice over internet protocol VoIP system software
  • Symantec Intruder Alert
  • Border Gateway Protocol BGP
  • Cisco IOS
  • Videoconferencing software
  • Automated installation software
  • Relational database management software
  • Oracle Java Enterprise Edition EE
  • Storage area network SAN software
  • Oracle JDBC
  • Application management software
  • Operating system software
  • Docker
  • Advanced business application programming ABAP
  • Intrusion prevention system IPS
  • Tcpdump
  • Microsoft Visual Basic Scripting Edition VBScript
  • Go
  • Oracle Database
  • Segue SilkPerformer
  • IBM WebSphere MQ
  • Apache Kafka
  • Network traffic probe software
  • Logical partition LPAR software
  • Autodesk AutoCAD
  • Microsoft Visio
  • ESRI ArcGIS software
  • Mistral AI (chat/models)
  • Web browser software
  • Ping Identity
  • NetScout InfinitiStream Console
  • Cisco Systems Cisco Web Cache Communication Protocol WCCP
  • Ruby on Rails
  • Microsoft Exchange
  • LAMP Stack
  • Computer based training software
  • Virtual Router Redundancy Protocol VRRP
  • Amazon Web Services AWS software
  • Multiprotocol Label Switching MPLS
  • Microsoft Active Server Pages ASP
  • Verilog
  • IBM InfoSphere DataStage
  • IBM AIX
  • Microsoft Access
  • Qwen (Alibaba)
  • Grok (xAI)
  • Micro Focus OpenView
  • Google Android
  • System testing software
  • Citrix XenApp
  • Domain name system DNS
  • Microsoft SQL Server
  • Ipswitch WhatsUp Gold
  • SolarWinds
  • v0 by Vercel
  • Cascading style sheets CSS
  • Supervisory control and data acquisition SCADA software
  • C++
  • GitHub
  • Dassault Systemes SolidWorks
  • Perforce Helix software
  • Apache Spark
  • Apache Subversion SVN
  • AirMagnet Enterprise
  • Microsoft Active Directory
  • Amazon Web Services AWS CloudFormation
  • Amazon Simple Storage Service S3
  • IBM Terraform
  • NoSQL
  • Oracle Java
  • LogRhythm
  • Network, server and operating system optimization software
  • PostgreSQL
  • Time reporting software
  • Apache Maven
  • Amazon CodeWhisperer
  • Claude (Anthropic)
  • Wide area network WAN optimization software
  • C#
  • Google Antigravity
  • Network intrusion prevention systems NIPS
  • Teradata Database
  • Amazon Redshift
  • Wireshark
  • Application server software
  • Cursor AI
  • Microsoft .NET Framework
  • Riverbed Technology
  • Microsoft Dynamics
  • MicroStrategy
  • Oracle WebLogic Server
  • Network and component performance analysis software
  • Dynamic hypertext markup language DHTML
  • Integrated development environment IDE software
  • PHP
  • Oracle PL/SQL
  • IBM Power Systems software
  • OPNET APMXpert
  • Wide area network WAN software
  • Oracle JavaServer Pages JSP
  • Oracle Solaris
  • Apache Pig
  • Git
  • Microsoft SharePoint
  • Bash
  • Microsoft Windows
  • Chef
  • Capacity planning software
  • Selenium
  • Microsoft Word
  • Network modeling, mapping, and analysis software
  • Customer information control system CICS
  • Network availability monitoring software
  • Compaq Insight Manager
  • Mistral (Mistral AI)
  • ChatGPT (OpenAI)
  • Ansible software
  • Trimble SketchUp Pro
  • Virus scanning software
  • Microsoft Visual Studio
  • Red Hat WildFly
  • McAfee VirusScan
  • Oracle Fusion Middleware
  • Veritas NetBackup
  • Python
  • Codeium
  • Dassault Systemes CATIA
  • Linux
  • Apache Groovy
  • Network reporting software
  • Network storage software
  • NortonLifeLock cybersecurity software
  • Patch and update management software
  • Virtual private networking VPN software
  • Apple macOS
  • Hewlett Packard LoadRunner
  • Infoblox NetMRI
  • Human resource management software HRMS
  • NetIQ
  • DeepSeek
  • Swift
  • Puppet
  • Red Hat Enterprise Linux
  • Gemini (Google)
  • Simple network management protocol SNMP software
  • Lovable.dev
  • Network documentation software
  • Oracle E-Business Suite Financials
  • System and data disaster recovery software
  • Discrete event simulation software
  • Microsoft ASP.NET
  • Extensible markup language XML
  • Systems and applications migration software
  • Apache Hadoop
  • Silver Peak
  • Virtual local area network management software
  • IBM Notes
  • Drupal
  • Perplexity AI
  • Ubuntu
  • Qlik Tech QlikView
  • Online traffic calculator software
  • JavaScript Object Notation JSON
  • Job control language JCL
  • Transact-SQL
  • Aruba Networks AirWave
  • EMC Smarts Network Protocol Manager
  • MongoDB
  • VMware
  • Unified modeling language UML
  • Amazon DynamoDB
  • Infoblox security and networking software
  • Internet Protocol Security IPSEC
  • Open Shortest Path First OSPF
  • Nagios
  • Access management software
  • Apache Hive
  • Cisco Webex
  • Devin (Cognition AI)
  • KornShell
  • Hypertext markup language HTML
  • Bolt.new
  • Scala
  • Spring Boot
  • Microsoft Excel
  • Requirements management software
  • Google Angular
  • Oracle Business Intelligence Enterprise Edition
  • Adobe After Effects
  • Risk assessment software
  • Multi-router traffic grapher MRTG software
  • Apache Ant
  • Ruby
  • Apache Cassandra
  • Network bridge software
  • Apache HTTP Server
  • Microsoft Azure software
  • Computer Associates ArcServ Backup
  • Common business oriented language COBOL
  • Asset management administration software
  • SAP software
  • IBM Cognos Impromptu
  • Snort
  • Microsoft SQL Server Reporting Services SSRS
  • Network and system vulnerability assessment software
  • Microsoft Forefront Threat Management Gateway
  • Penetration testing software
  • Apache Struts
  • Hewlett Packard HP-UX
  • Cisco Systems CiscoWorks
  • Microsoft Forefront Identify Manager
  • Extensible hypertext markup language XHTML
  • Microsoft Visual Basic
  • Spring Framework
  • Tableau
  • Eclipse IDE
  • Minitab
  • Network architecture design software
  • Adobe ActionScript
  • Ethereal
  • Intermediate System to Intermediate System IS-IS
  • Link analyzers
  • Channel banks
  • Power meters
  • File servers
  • Protocol analyzers
  • Redundant array of independent disks RAID systems
  • Wireless access points WAP
  • Videoconferencing equipment
  • Intelligent hubs
  • Domain name servers DNS
  • Tablet computers
  • Mainframe computers
  • Remote access servers
  • Desktop computers
  • Laptop computers
  • Fiber optic power meters
  • Network channel service units CSU or data service units DSU
  • Backup servers
  • Wireless network controllers
  • Voice switches
  • Computer network routers
  • Wide area network WAN switches
  • Integrated services digital network ISDN analyzers
  • Storage area network SAN switches
  • High-end database servers
  • Load balancers
  • Broadband aggregation equipment
  • Mail transport servers
  • Voice over internet protocol VoIP systems
  • Local area network LAN analyzers
  • Cable qualification testers
  • Workstations
  • Lightweight directory access protocol LDAP servers
  • Synchronous optical network SONET analyzers
  • Radio frequency RF antennas
  • Asynchronous transfer mode ATM analyzers
  • Bit error rate testers BERT
  • Network-attached storage NAS equipment
  • Notebook computers
  • Wireless local area network WLAN controllers
  • Packet analysis equipment
  • Computer network switches
  • Cable analyzers
  • Local area network LAN switches
  • Wide area network WAN analyzers
  • Optical spectrum analyzers
  • Network cabling systems
  • Network server load balancers
  • Network routers
  • Network multimeters
  • Network connectivity testers
  • T-Birds
  • Time domain reflectometers
  • Personal digital assistants PDA
  • Network analyzers
  • Firewall equipment
  • Communication cable testers
  • Spectrum analyzers
  • Personal computers